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"results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/ToxicConversationsClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/MassiveScenarioClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/STS17.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackUnixRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/AskUbuntuDupQuestions.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackAndroidRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/HotpotQA.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/ArxivClusteringS2S.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/StackExchangeClustering.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/RedditClusteringP2P.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/NQ.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/RedditClustering.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/SICK-R.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/FiQA2018.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/BIOSSES.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/TRECCOVID.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/DBPedia.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/BiorxivClusteringS2S.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/ArguAna.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/ArxivClusteringP2P.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/TwitterURLCorpus.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/STS22.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/AmazonReviewsClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackGamingRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/NFCorpus.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/STS15.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/AmazonPolarityClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/MTOPIntentClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/STS13.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/SummEval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/ClimateFEVER.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackStatsRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/TwitterSemEval2015.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackWebmastersRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/MedrxivClusteringP2P.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/TwentyNewsgroupsClustering.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/FEVER.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/MSMARCO.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/MTOPDomainClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/QuoraRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/STS12.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/AmazonCounterfactualClassification.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackMathematicaRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/StackExchangeClusteringP2P.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackPhysicsRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/CQADupstackWordpressRetrieval.json", - "results/SGPT-2.7B-weightedmean-msmarco-specb-bitfit/no_revision_available/StackOverflowDupQuestions.json" + "LLM2Vec-Mistral-supervised": [ + "results/LLM2Vec-Mistral-supervised/no_revision_available/MedrxivClusteringP2P.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS13.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/ArxivClusteringP2P.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/AmazonReviewsClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MTOPDomainClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackMathematicaRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/AmazonCounterfactualClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackTexRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MindSmallReranking.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/NFCorpus.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MSMARCO.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackUnixRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS12.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/StackExchangeClustering.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/SciDocsRR.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/ArguAna.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/AskUbuntuDupQuestions.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/TweetSentimentExtractionClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/ArxivClusteringS2S.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/HotpotQA.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/Touche2020.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackAndroidRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/SummEval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/ImdbClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS15.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MedrxivClusteringS2S.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/ClimateFEVER.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS14.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackEnglishRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackGamingRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/FiQA2018.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MassiveIntentClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/AmazonPolarityClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/DBPedia.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/FEVER.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackProgrammersRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS22.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MassiveScenarioClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/QuoraRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/SICK-R.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/TwitterURLCorpus.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/BiorxivClusteringS2S.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS17.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/TRECCOVID.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/SciFact.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/SCIDOCS.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/NQ.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STS16.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/EmotionClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackWebmastersRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/RedditClusteringP2P.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackGisRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/STSBenchmark.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/Banking77Classification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackStatsRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/BIOSSES.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/BiorxivClusteringP2P.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/StackExchangeClusteringP2P.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/ToxicConversationsClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/TwentyNewsgroupsClustering.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/TwitterSemEval2015.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/MTOPIntentClassification.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/RedditClustering.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackPhysicsRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/StackOverflowDupQuestions.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackRetrieval.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/SprintDuplicateQuestions.json", + "results/LLM2Vec-Mistral-supervised/no_revision_available/CQADupstackWordpressRetrieval.json" ] } \ No newline at end of file diff --git a/results.py b/results.py index 76f95416..23d53bda 100644 --- a/results.py +++ b/results.py @@ -68,7 +68,6 @@ "LaBSE", "OpenSearch-text-hybrid", "SFR-Embedding-Mistral", - "all-MiniLM-L12-v2", "all-MiniLM-L6-v2", "all-MiniLM-L6-v2-instruct", "all-mpnet-base-v2", @@ -194,6 +193,12 @@ "sentence-t5-large", "sentence-t5-xl", "sentence-t5-xxl", + "sentence-transformers__LaBSE", + "sentence-transformers__all-MiniLM-L12-v2", + "sentence-transformers__all-MiniLM-L6-v2", + "sentence-transformers__all-mpnet-base-v2", + "sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2", + "sentence-transformers__paraphrase-multilingual-mpnet-base-v2", "sgpt-bloom-1b7-nli", "sgpt-bloom-7b1-msmarco", "silver-retriever-base-v1", @@ -291,6 +296,7 @@ def _info(self): "eval_language": datasets.Value("string"), "metric": datasets.Value("string"), "score": datasets.Value("float"), + "split": datasets.Value("string"), } ), supervised_keys=None, @@ -300,8 +306,8 @@ def _info(self): def _split_generators(self, dl_manager): path_file = dl_manager.download_and_extract(URL) # Local debugging: - #with open("/Users/muennighoff/Desktop/results/paths.json") as f: - with open(path_file) as f: + with open("/Users/muennighoff/Desktop/leaderboard/results/paths.json") as f: + #with open(path_file) as f: files = json.load(f) downloaded_files = dl_manager.download_and_extract(files[self.config.name]) return [ @@ -333,8 +339,12 @@ def _generate_examples(self, filepath): split = "dev" elif (ds_name in TESTFULL_SPLIT) and ("test.full" in res_dict): split = "test.full" - elif (ds_name in STANDARD_SPLIT) and ("standard" in res_dict): - split = "standard" + elif (ds_name in STANDARD_SPLIT): + split = [] + if "standard" in res_dict: + split += ["standard"] + if "long" in res_dict: + split += ["long"] elif (ds_name in DEVTEST_SPLIT) and ("devtest" in res_dict): split = "devtest" elif (ds_name in TEST_AVG_SPLIT): @@ -363,65 +373,71 @@ def _generate_examples(self, filepath): elif "test" not in res_dict: print(f"Skipping {ds_name} as split {split} not present.") continue - res_dict = res_dict.get(split) - ### New MTEB format ### - if isinstance(res_dict, list): - for res in res_dict: - lang = res.pop("languages", [""]) - subset = res.pop("hf_subset", "") - if len(lang) == 1: - lang = lang[0].replace("eng-Latn", "") - else: - lang = "_".join(lang) - if not lang: - lang = subset - for metric, score in res.items(): - if metric in SKIP_KEYS: continue - if isinstance(score, dict): - # Legacy format with e.g. {cosine: {spearman: ...}} - # Now it is {cosine_spearman: ...} - for k, v in score.items(): - if not isinstance(v, float): - print(f'WARNING: Expected float, got {v} for {ds_name} {lang} {metric} {k}') + splits = [split] if not isinstance(split, list) else split + full_res_dict = res_dict + for split in splits: + res_dict = full_res_dict.get(split) + + ### New MTEB format ### + if isinstance(res_dict, list): + for res in res_dict: + lang = res.pop("languages", [""]) + subset = res.pop("hf_subset", "") + if len(lang) == 1: + lang = lang[0].replace("eng-Latn", "") + else: + lang = "_".join(lang) + if not lang: + lang = subset + for metric, score in res.items(): + if metric in SKIP_KEYS: continue + if isinstance(score, dict): + # Legacy format with e.g. {cosine: {spearman: ...}} + # Now it is {cosine_spearman: ...} + for k, v in score.items(): + if not isinstance(v, float): + print(f'WARNING: Expected float, got {v} for {ds_name} {lang} {metric} {k}') + continue + if metric in SKIP_KEYS: continue + out.append({ + "mteb_dataset_name": ds_name, + "eval_language": lang, + "metric": metric + "_" + k, + "score": v * 100, + }) + else: + if not isinstance(score, float): + print(f'WARNING: Expected float, got {score} for {ds_name} {lang} {metric}') continue - if metric in SKIP_KEYS: continue out.append({ "mteb_dataset_name": ds_name, "eval_language": lang, - "metric": metric + "_" + k, - "score": v * 100, + "metric": metric, + "score": score * 100, + "split": split, }) - else: - if not isinstance(score, float): - print(f'WARNING: Expected float, got {score} for {ds_name} {lang} {metric}') - continue - out.append({ - "mteb_dataset_name": ds_name, - "eval_language": lang, - "metric": metric, - "score": score * 100, - }) - ### Old MTEB format ### - else: - is_multilingual = any(x in res_dict for x in EVAL_LANGS) - langs = res_dict.keys() if is_multilingual else ["en"] - for lang in langs: - if lang in SKIP_KEYS: continue - test_result_lang = res_dict.get(lang) if is_multilingual else res_dict - for metric, score in test_result_lang.items(): - if not isinstance(score, dict): - score = {metric: score} - for sub_metric, sub_score in score.items(): - if any(x in sub_metric for x in SKIP_KEYS): continue - if isinstance(sub_score, dict): continue - out.append({ - "mteb_dataset_name": ds_name, - "eval_language": lang if is_multilingual else "", - "metric": f"{metric}_{sub_metric}" if metric != sub_metric else metric, - "score": sub_score * 100, - }) + ### Old MTEB format ### + else: + is_multilingual = any(x in res_dict for x in EVAL_LANGS) + langs = res_dict.keys() if is_multilingual else ["en"] + for lang in langs: + if lang in SKIP_KEYS: continue + test_result_lang = res_dict.get(lang) if is_multilingual else res_dict + for metric, score in test_result_lang.items(): + if not isinstance(score, dict): + score = {metric: score} + for sub_metric, sub_score in score.items(): + if any(x in sub_metric for x in SKIP_KEYS): continue + if isinstance(sub_score, dict): continue + out.append({ + "mteb_dataset_name": ds_name, + "eval_language": lang if is_multilingual else "", + "metric": f"{metric}_{sub_metric}" if metric != sub_metric else metric, + "score": sub_score * 100, + "split": split, + }) for idx, row in enumerate(sorted(out, key=lambda x: x["mteb_dataset_name"])): yield idx, row diff --git a/results/Cohere-embed-english-v3.0/no_revision_available/BrightRetrieval.json b/results/Cohere-embed-english-v3.0/no_revision_available/BrightRetrieval.json index 60b30a14..246c7053 100644 --- a/results/Cohere-embed-english-v3.0/no_revision_available/BrightRetrieval.json +++ b/results/Cohere-embed-english-v3.0/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.16405, "map_at_50": 0.16957, "map_at_100": 0.17443, - "Recall_at_1": 0.05814, - "Recall_at_5": 0.16749, - "Recall_at_10": 0.25134, - "Recall_at_25": 0.3758, - "Recall_at_50": 0.4573, - "Recall_at_100": 0.57679, + "recall_at_1": 0.05814, + "recall_at_5": 0.16749, + "recall_at_10": 0.25134, + "recall_at_25": 0.3758, + "recall_at_50": 0.4573, + "recall_at_100": 0.57679, "precision_at_1": 0.18812, "precision_at_5": 0.13663, "precision_at_10": 0.10198, @@ -53,12 +53,12 @@ "map_at_25": 0.13623, "map_at_50": 0.14624, "map_at_100": 0.15216, - "Recall_at_1": 0.03475, - "Recall_at_5": 0.17231, - "Recall_at_10": 0.22402, - "Recall_at_25": 0.34823, - "Recall_at_50": 0.44208, - "Recall_at_100": 0.51574, + "recall_at_1": 0.03475, + "recall_at_5": 0.17231, + "recall_at_10": 0.22402, + "recall_at_25": 0.34823, + "recall_at_50": 0.44208, + "recall_at_100": 0.51574, "precision_at_1": 0.15534, "precision_at_5": 0.12816, "precision_at_10": 0.10388, @@ -85,12 +85,12 @@ "map_at_25": 0.12302, "map_at_50": 0.12867, "map_at_100": 0.13067, - "Recall_at_1": 0.06417, - "Recall_at_5": 0.14288, - "Recall_at_10": 0.17651, - "Recall_at_25": 0.269, - "Recall_at_50": 0.3771, - "Recall_at_100": 0.43352, + "recall_at_1": 0.06417, + "recall_at_5": 0.14288, + "recall_at_10": 0.17651, + "recall_at_25": 0.269, + "recall_at_50": 0.3771, + "recall_at_100": 0.43352, "precision_at_1": 0.18812, "precision_at_5": 0.09505, "precision_at_10": 0.06535, @@ -117,12 +117,12 @@ "map_at_25": 0.1367, "map_at_50": 0.14193, "map_at_100": 0.14624, - "Recall_at_1": 0.0434, - "Recall_at_5": 0.18077, - "Recall_at_10": 0.23136, - "Recall_at_25": 0.33892, - "Recall_at_50": 0.42433, - "Recall_at_100": 0.55949, + "recall_at_1": 0.0434, + "recall_at_5": 0.18077, + "recall_at_10": 0.23136, + "recall_at_25": 0.33892, + "recall_at_50": 0.42433, + "recall_at_100": 0.55949, "precision_at_1": 0.16505, "precision_at_5": 0.12621, "precision_at_10": 0.08641, @@ -149,12 +149,12 @@ "map_at_25": 0.10725, "map_at_50": 0.11405, "map_at_100": 0.1191, - "Recall_at_1": 0.03844, - "Recall_at_5": 0.14358, - "Recall_at_10": 0.21203, - "Recall_at_25": 0.28273, - "Recall_at_50": 0.36804, - "Recall_at_100": 0.48952, + "recall_at_1": 0.03844, + "recall_at_5": 0.14358, + "recall_at_10": 0.21203, + "recall_at_25": 0.28273, + "recall_at_50": 0.36804, + "recall_at_100": 0.48952, "precision_at_1": 0.15385, "precision_at_5": 0.09744, "precision_at_10": 0.07778, @@ -168,32 +168,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.06038, - "ndcg_at_1": 0.03077, - "ndcg_at_5": 0.04492, - "ndcg_at_10": 0.06038, - "ndcg_at_25": 0.07583, - "ndcg_at_50": 0.09984, - "ndcg_at_100": 0.11176, - "map_at_1": 0.01282, - "map_at_5": 0.03846, - "map_at_10": 0.04515, - "map_at_25": 0.04835, - "map_at_50": 0.0522, - "map_at_100": 0.05341, - "Recall_at_1": 0.01282, - "Recall_at_5": 0.05385, - "Recall_at_10": 0.1, - "Recall_at_25": 0.15897, - "Recall_at_50": 0.27051, - "Recall_at_100": 0.33333, - "precision_at_1": 0.03077, - "precision_at_5": 0.02462, - "precision_at_10": 0.01692, - "precision_at_25": 0.01046, - "precision_at_50": 0.00862, + "main_score": 0.07141, + "ndcg_at_1": 0.05128, + "ndcg_at_5": 0.06879, + "ndcg_at_10": 0.07141, + "ndcg_at_25": 0.08606, + "ndcg_at_50": 0.1135, + "ndcg_at_100": 0.12286, + "map_at_1": 0.02671, + "map_at_5": 0.05759, + "map_at_10": 0.0585, + "map_at_25": 0.06194, + "map_at_50": 0.0664, + "map_at_100": 0.06723, + "recall_at_1": 0.02671, + "recall_at_5": 0.08654, + "recall_at_10": 0.09295, + "recall_at_25": 0.14316, + "recall_at_50": 0.2735, + "recall_at_100": 0.32158, + "precision_at_1": 0.05128, + "precision_at_5": 0.03077, + "precision_at_10": 0.01667, + "precision_at_25": 0.01077, + "precision_at_50": 0.00897, "precision_at_100": 0.00538, - "mrr": 0.06393 + "mrr": 0.08734 }, { "hf_subset": "pony", @@ -213,12 +213,12 @@ "map_at_25": 0.00438, "map_at_50": 0.00531, "map_at_100": 0.00614, - "Recall_at_1": 0.0018, - "Recall_at_5": 0.00494, - "Recall_at_10": 0.00891, - "Recall_at_25": 0.01887, - "Recall_at_50": 0.03612, - "Recall_at_100": 0.06218, + "recall_at_1": 0.0018, + "recall_at_5": 0.00494, + "recall_at_10": 0.00891, + "recall_at_25": 0.01887, + "recall_at_50": 0.03612, + "recall_at_100": 0.06218, "precision_at_1": 0.01786, "precision_at_5": 0.01607, "precision_at_10": 0.01786, @@ -245,12 +245,12 @@ "map_at_25": 0.13095, "map_at_50": 0.14093, "map_at_100": 0.14616, - "Recall_at_1": 0.04498, - "Recall_at_5": 0.15885, - "Recall_at_10": 0.23436, - "Recall_at_25": 0.36151, - "Recall_at_50": 0.45659, - "Recall_at_100": 0.5814, + "recall_at_1": 0.04498, + "recall_at_5": 0.15885, + "recall_at_10": 0.23436, + "recall_at_25": 0.36151, + "recall_at_50": 0.45659, + "recall_at_100": 0.5814, "precision_at_1": 0.12963, "precision_at_5": 0.11111, "precision_at_10": 0.08519, @@ -277,12 +277,12 @@ "map_at_25": 0.04331, "map_at_50": 0.0456, "map_at_100": 0.04742, - "Recall_at_1": 0.01341, - "Recall_at_5": 0.0488, - "Recall_at_10": 0.07132, - "Recall_at_25": 0.10913, - "Recall_at_50": 0.13728, - "Recall_at_100": 0.20174, + "recall_at_1": 0.01341, + "recall_at_5": 0.0488, + "recall_at_10": 0.07132, + "recall_at_25": 0.10913, + "recall_at_50": 0.13728, + "recall_at_100": 0.20174, "precision_at_1": 0.07207, "precision_at_5": 0.04865, "precision_at_10": 0.03423, @@ -309,12 +309,12 @@ "map_at_25": 0.13465, "map_at_50": 0.13615, "map_at_100": 0.13741, - "Recall_at_1": 0.10569, - "Recall_at_5": 0.14228, - "Recall_at_10": 0.15447, - "Recall_at_25": 0.18769, - "Recall_at_50": 0.23606, - "Recall_at_100": 0.29354, + "recall_at_1": 0.10569, + "recall_at_5": 0.14228, + "recall_at_10": 0.15447, + "recall_at_25": 0.18769, + "recall_at_50": 0.23606, + "recall_at_100": 0.29354, "precision_at_1": 0.16585, "precision_at_5": 0.05171, "precision_at_10": 0.03024, @@ -341,12 +341,12 @@ "map_at_25": 0.22438, "map_at_50": 0.22678, "map_at_100": 0.22818, - "Recall_at_1": 0.15293, - "Recall_at_5": 0.24871, - "Recall_at_10": 0.31056, - "Recall_at_25": 0.39507, - "Recall_at_50": 0.46315, - "Recall_at_100": 0.53697, + "recall_at_1": 0.15293, + "recall_at_5": 0.24871, + "recall_at_10": 0.31056, + "recall_at_25": 0.39507, + "recall_at_50": 0.46315, + "recall_at_100": 0.53697, "precision_at_1": 0.28169, "precision_at_5": 0.10704, "precision_at_10": 0.06479, @@ -373,12 +373,12 @@ "map_at_25": 0.22454, "map_at_50": 0.22961, "map_at_100": 0.23404, - "Recall_at_1": 0.12962, - "Recall_at_5": 0.24012, - "Recall_at_10": 0.29579, - "Recall_at_25": 0.37788, - "Recall_at_50": 0.45206, - "Recall_at_100": 0.54211, + "recall_at_1": 0.12962, + "recall_at_5": 0.24012, + "recall_at_10": 0.29579, + "recall_at_25": 0.37788, + "recall_at_50": 0.45206, + "recall_at_100": 0.54211, "precision_at_1": 0.28448, "precision_at_5": 0.1431, "precision_at_10": 0.10345, @@ -387,6 +387,264 @@ "precision_at_100": 0.02379, "mrr": 0.37019 } + ], + "long": [ + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.20722, + "ndcg_at_1": 0.09901, + "ndcg_at_5": 0.18197, + "ndcg_at_10": 0.20722, + "ndcg_at_25": 0.24307, + "ndcg_at_50": 0.25213, + "ndcg_at_100": 0.26884, + "map_at_1": 0.09901, + "map_at_5": 0.15677, + "map_at_10": 0.16757, + "map_at_25": 0.17701, + "map_at_50": 0.17846, + "map_at_100": 0.18008, + "recall_at_1": 0.09901, + "recall_at_5": 0.25743, + "recall_at_10": 0.33168, + "recall_at_25": 0.47525, + "recall_at_50": 0.5198, + "recall_at_100": 0.61881, + "precision_at_1": 0.09901, + "precision_at_5": 0.05347, + "precision_at_10": 0.03465, + "precision_at_25": 0.0198, + "precision_at_50": 0.01109, + "precision_at_100": 0.00663, + "mrr": 0.18104 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.29666, + "ndcg_at_1": 0.22772, + "ndcg_at_5": 0.28109, + "ndcg_at_10": 0.29666, + "ndcg_at_25": 0.29895, + "ndcg_at_50": 0.30653, + "ndcg_at_100": 0.31631, + "map_at_1": 0.20495, + "map_at_5": 0.25891, + "map_at_10": 0.26507, + "map_at_25": 0.26559, + "map_at_50": 0.26669, + "map_at_100": 0.26758, + "recall_at_1": 0.20495, + "recall_at_5": 0.32871, + "recall_at_10": 0.37822, + "recall_at_25": 0.38812, + "recall_at_50": 0.42772, + "recall_at_100": 0.48383, + "precision_at_1": 0.22772, + "precision_at_5": 0.07525, + "precision_at_10": 0.04257, + "precision_at_25": 0.01743, + "precision_at_50": 0.0095, + "precision_at_100": 0.00554, + "mrr": 0.28923 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.59072, + "ndcg_at_1": 0.39806, + "ndcg_at_5": 0.56215, + "ndcg_at_10": 0.59072, + "ndcg_at_25": 0.61566, + "ndcg_at_50": 0.63067, + "ndcg_at_100": 0.63405, + "map_at_1": 0.31472, + "map_at_5": 0.49645, + "map_at_10": 0.51059, + "map_at_25": 0.51886, + "map_at_50": 0.52139, + "map_at_100": 0.52186, + "recall_at_1": 0.31472, + "recall_at_5": 0.71926, + "recall_at_10": 0.79854, + "recall_at_25": 0.88511, + "recall_at_50": 0.95793, + "recall_at_100": 0.97573, + "precision_at_1": 0.39806, + "precision_at_5": 0.17864, + "precision_at_10": 0.10097, + "precision_at_25": 0.04583, + "precision_at_50": 0.02466, + "precision_at_100": 0.01262, + "mrr": 0.55235 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.31246, + "ndcg_at_1": 0.18447, + "ndcg_at_5": 0.2854, + "ndcg_at_10": 0.31246, + "ndcg_at_25": 0.34647, + "ndcg_at_50": 0.35931, + "ndcg_at_100": 0.36398, + "map_at_1": 0.17961, + "map_at_5": 0.25049, + "map_at_10": 0.26214, + "map_at_25": 0.27129, + "map_at_50": 0.27308, + "map_at_100": 0.27348, + "recall_at_1": 0.17961, + "recall_at_5": 0.38188, + "recall_at_10": 0.46278, + "recall_at_25": 0.59871, + "recall_at_50": 0.66667, + "recall_at_100": 0.69579, + "precision_at_1": 0.18447, + "precision_at_5": 0.07961, + "precision_at_10": 0.04854, + "precision_at_25": 0.02485, + "precision_at_50": 0.01379, + "precision_at_100": 0.00718, + "mrr": 0.2828 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.32708, + "ndcg_at_1": 0.17094, + "ndcg_at_5": 0.30539, + "ndcg_at_10": 0.32708, + "ndcg_at_25": 0.36084, + "ndcg_at_50": 0.37693, + "ndcg_at_100": 0.3887, + "map_at_1": 0.15812, + "map_at_5": 0.2557, + "map_at_10": 0.26531, + "map_at_25": 0.27461, + "map_at_50": 0.27705, + "map_at_100": 0.27803, + "recall_at_1": 0.15812, + "recall_at_5": 0.44444, + "recall_at_10": 0.50855, + "recall_at_25": 0.64103, + "recall_at_50": 0.72222, + "recall_at_100": 0.79487, + "precision_at_1": 0.17094, + "precision_at_5": 0.09573, + "precision_at_10": 0.05556, + "precision_at_25": 0.02872, + "precision_at_50": 0.01607, + "precision_at_100": 0.0088, + "mrr": 0.287 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.05949, + "ndcg_at_1": 0.04464, + "ndcg_at_5": 0.05072, + "ndcg_at_10": 0.05949, + "ndcg_at_25": 0.10325, + "ndcg_at_50": 0.16097, + "ndcg_at_100": 0.23857, + "map_at_1": 0.00841, + "map_at_5": 0.01815, + "map_at_10": 0.02313, + "map_at_25": 0.03297, + "map_at_50": 0.04333, + "map_at_100": 0.05613, + "recall_at_1": 0.00841, + "recall_at_5": 0.03771, + "recall_at_10": 0.06699, + "recall_at_25": 0.16288, + "recall_at_50": 0.3326, + "recall_at_100": 0.59125, + "precision_at_1": 0.04464, + "precision_at_5": 0.05179, + "precision_at_10": 0.04643, + "precision_at_25": 0.04536, + "precision_at_50": 0.04321, + "precision_at_100": 0.03857, + "mrr": 0.15193 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.34344, + "ndcg_at_1": 0.18519, + "ndcg_at_5": 0.31065, + "ndcg_at_10": 0.34344, + "ndcg_at_25": 0.36548, + "ndcg_at_50": 0.37491, + "ndcg_at_100": 0.3851, + "map_at_1": 0.15231, + "map_at_5": 0.27102, + "map_at_10": 0.28599, + "map_at_25": 0.29121, + "map_at_50": 0.29245, + "map_at_100": 0.29341, + "recall_at_1": 0.15231, + "recall_at_5": 0.4037, + "recall_at_10": 0.5, + "recall_at_25": 0.59259, + "recall_at_50": 0.64198, + "recall_at_100": 0.70216, + "precision_at_1": 0.18519, + "precision_at_5": 0.09815, + "precision_at_10": 0.06111, + "precision_at_25": 0.02852, + "precision_at_50": 0.01537, + "precision_at_100": 0.00833, + "mrr": 0.31396 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.57564, + "ndcg_at_1": 0.44828, + "ndcg_at_5": 0.54596, + "ndcg_at_10": 0.57564, + "ndcg_at_25": 0.604, + "ndcg_at_50": 0.61263, + "ndcg_at_100": 0.6254, + "map_at_1": 0.35489, + "map_at_5": 0.4869, + "map_at_10": 0.50041, + "map_at_25": 0.51032, + "map_at_50": 0.51243, + "map_at_100": 0.51416, + "recall_at_1": 0.35489, + "recall_at_5": 0.64655, + "recall_at_10": 0.72126, + "recall_at_25": 0.81322, + "recall_at_50": 0.8477, + "recall_at_100": 0.91379, + "precision_at_1": 0.44828, + "precision_at_5": 0.18276, + "precision_at_10": 0.10776, + "precision_at_25": 0.05138, + "precision_at_50": 0.02724, + "precision_at_100": 0.01483, + "mrr": 0.57592 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/GritLM-7B/no_revision_available/BrightRetrieval.json b/results/GritLM-7B/no_revision_available/BrightRetrieval.json index d916068c..e5fa738d 100644 --- a/results/GritLM-7B/no_revision_available/BrightRetrieval.json +++ b/results/GritLM-7B/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.05839, "map_at_50": 0.0662, "map_at_100": 0.07628, - "Recall_at_1": 0.01924, - "Recall_at_5": 0.05345, - "Recall_at_10": 0.08235, - "Recall_at_25": 0.15675, - "Recall_at_50": 0.2212, - "Recall_at_100": 0.32622, + "recall_at_1": 0.01924, + "recall_at_5": 0.05345, + "recall_at_10": 0.08235, + "recall_at_25": 0.15675, + "recall_at_50": 0.2212, + "recall_at_100": 0.32622, "precision_at_1": 0.41964, "precision_at_5": 0.23571, "precision_at_10": 0.17857, @@ -53,12 +53,12 @@ "map_at_25": 0.12465, "map_at_50": 0.12907, "map_at_100": 0.13141, - "Recall_at_1": 0.06128, - "Recall_at_5": 0.16451, - "Recall_at_10": 0.21313, - "Recall_at_25": 0.28018, - "Recall_at_50": 0.34443, - "Recall_at_100": 0.4103, + "recall_at_1": 0.06128, + "recall_at_5": 0.16451, + "recall_at_10": 0.21313, + "recall_at_25": 0.28018, + "recall_at_50": 0.34443, + "recall_at_100": 0.4103, "precision_at_1": 0.13861, "precision_at_5": 0.10495, "precision_at_10": 0.06832, @@ -85,12 +85,12 @@ "map_at_25": 0.13926, "map_at_50": 0.15241, "map_at_100": 0.16033, - "Recall_at_1": 0.0648, - "Recall_at_5": 0.14516, - "Recall_at_10": 0.18315, - "Recall_at_25": 0.31326, - "Recall_at_50": 0.4264, - "Recall_at_100": 0.4937, + "recall_at_1": 0.0648, + "recall_at_5": 0.14516, + "recall_at_10": 0.18315, + "recall_at_25": 0.31326, + "recall_at_50": 0.4264, + "recall_at_100": 0.4937, "precision_at_1": 0.17476, "precision_at_5": 0.11845, "precision_at_10": 0.09223, @@ -117,12 +117,12 @@ "map_at_25": 0.205, "map_at_50": 0.20629, "map_at_100": 0.20748, - "Recall_at_1": 0.13049, - "Recall_at_5": 0.21911, - "Recall_at_10": 0.26167, - "Recall_at_25": 0.33281, - "Recall_at_50": 0.36887, - "Recall_at_100": 0.4238, + "recall_at_1": 0.13049, + "recall_at_5": 0.21911, + "recall_at_10": 0.26167, + "recall_at_25": 0.33281, + "recall_at_50": 0.36887, + "recall_at_100": 0.4238, "precision_at_1": 0.23902, "precision_at_5": 0.09171, "precision_at_10": 0.05707, @@ -149,12 +149,12 @@ "map_at_25": 0.24313, "map_at_50": 0.24649, "map_at_100": 0.24873, - "Recall_at_1": 0.14437, - "Recall_at_5": 0.30657, - "Recall_at_10": 0.36338, - "Recall_at_25": 0.50211, - "Recall_at_50": 0.56303, - "Recall_at_100": 0.65751, + "recall_at_1": 0.14437, + "recall_at_5": 0.30657, + "recall_at_10": 0.36338, + "recall_at_25": 0.50211, + "recall_at_50": 0.56303, + "recall_at_100": 0.65751, "precision_at_1": 0.28169, "precision_at_5": 0.12676, "precision_at_10": 0.07465, @@ -181,12 +181,12 @@ "map_at_25": 0.25723, "map_at_50": 0.2633, "map_at_100": 0.26752, - "Recall_at_1": 0.11557, - "Recall_at_5": 0.31915, - "Recall_at_10": 0.38767, - "Recall_at_25": 0.46173, - "Recall_at_50": 0.53304, - "Recall_at_100": 0.61688, + "recall_at_1": 0.11557, + "recall_at_5": 0.31915, + "recall_at_10": 0.38767, + "recall_at_25": 0.46173, + "recall_at_50": 0.53304, + "recall_at_100": 0.61688, "precision_at_1": 0.2931, "precision_at_5": 0.18276, "precision_at_10": 0.12672, @@ -213,12 +213,12 @@ "map_at_25": 0.07288, "map_at_50": 0.08037, "map_at_100": 0.08571, - "Recall_at_1": 0.01724, - "Recall_at_5": 0.09719, - "Recall_at_10": 0.15123, - "Recall_at_25": 0.2495, - "Recall_at_50": 0.3628, - "Recall_at_100": 0.46333, + "recall_at_1": 0.01724, + "recall_at_5": 0.09719, + "recall_at_10": 0.15123, + "recall_at_25": 0.2495, + "recall_at_50": 0.3628, + "recall_at_100": 0.46333, "precision_at_1": 0.09402, "precision_at_5": 0.07521, "precision_at_10": 0.05983, @@ -245,12 +245,12 @@ "map_at_25": 0.14483, "map_at_50": 0.15314, "map_at_100": 0.15787, - "Recall_at_1": 0.06798, - "Recall_at_5": 0.16461, - "Recall_at_10": 0.23374, - "Recall_at_25": 0.36354, - "Recall_at_50": 0.45405, - "Recall_at_100": 0.55827, + "recall_at_1": 0.06798, + "recall_at_5": 0.16461, + "recall_at_10": 0.23374, + "recall_at_25": 0.36354, + "recall_at_50": 0.45405, + "recall_at_100": 0.55827, "precision_at_1": 0.14815, "precision_at_5": 0.08704, "precision_at_10": 0.06759, @@ -277,12 +277,12 @@ "map_at_25": 0.19684, "map_at_50": 0.20415, "map_at_100": 0.20797, - "Recall_at_1": 0.08386, - "Recall_at_5": 0.21341, - "Recall_at_10": 0.30346, - "Recall_at_25": 0.40339, - "Recall_at_50": 0.48784, - "Recall_at_100": 0.61337, + "recall_at_1": 0.08386, + "recall_at_5": 0.21341, + "recall_at_10": 0.30346, + "recall_at_25": 0.40339, + "recall_at_50": 0.48784, + "recall_at_100": 0.61337, "precision_at_1": 0.2233, "precision_at_5": 0.14369, "precision_at_10": 0.11068, @@ -309,12 +309,12 @@ "map_at_25": 0.14257, "map_at_50": 0.15111, "map_at_100": 0.15461, - "Recall_at_1": 0.03742, - "Recall_at_5": 0.17737, - "Recall_at_10": 0.26869, - "Recall_at_25": 0.36907, - "Recall_at_50": 0.48822, - "Recall_at_100": 0.59109, + "recall_at_1": 0.03742, + "recall_at_5": 0.17737, + "recall_at_10": 0.26869, + "recall_at_25": 0.36907, + "recall_at_50": 0.48822, + "recall_at_100": 0.59109, "precision_at_1": 0.15842, "precision_at_5": 0.12475, "precision_at_10": 0.10792, @@ -328,32 +328,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.17409, - "ndcg_at_1": 0.12308, - "ndcg_at_5": 0.13826, - "ndcg_at_10": 0.17409, - "ndcg_at_25": 0.20691, - "ndcg_at_50": 0.23481, - "ndcg_at_100": 0.24408, - "map_at_1": 0.06795, - "map_at_5": 0.1087, - "map_at_10": 0.12574, - "map_at_25": 0.13366, - "map_at_50": 0.13865, - "map_at_100": 0.14003, - "Recall_at_1": 0.06795, - "Recall_at_5": 0.1641, - "Recall_at_10": 0.26154, - "Recall_at_25": 0.38205, - "Recall_at_50": 0.50769, - "Recall_at_100": 0.54795, - "precision_at_1": 0.12308, - "precision_at_5": 0.06769, - "precision_at_10": 0.04923, - "precision_at_25": 0.02769, - "precision_at_50": 0.01846, - "precision_at_100": 0.01046, - "mrr": 0.19475 + "main_score": 0.1975, + "ndcg_at_1": 0.16667, + "ndcg_at_5": 0.16773, + "ndcg_at_10": 0.1975, + "ndcg_at_25": 0.23396, + "ndcg_at_50": 0.26045, + "ndcg_at_100": 0.26913, + "map_at_1": 0.09829, + "map_at_5": 0.13406, + "map_at_10": 0.1485, + "map_at_25": 0.15702, + "map_at_50": 0.16193, + "map_at_100": 0.16307, + "recall_at_1": 0.09829, + "recall_at_5": 0.1888, + "recall_at_10": 0.26648, + "recall_at_25": 0.4072, + "recall_at_50": 0.52015, + "recall_at_100": 0.56074, + "precision_at_1": 0.16667, + "precision_at_5": 0.07436, + "precision_at_10": 0.05256, + "precision_at_25": 0.02923, + "precision_at_50": 0.01923, + "precision_at_100": 0.01064, + "mrr": 0.23473 }, { "hf_subset": "aops", @@ -373,12 +373,12 @@ "map_at_25": 0.06687, "map_at_50": 0.0692, "map_at_100": 0.07207, - "Recall_at_1": 0.02365, - "Recall_at_5": 0.06848, - "Recall_at_10": 0.09422, - "Recall_at_25": 0.14565, - "Recall_at_50": 0.18533, - "Recall_at_100": 0.27343, + "recall_at_1": 0.02365, + "recall_at_5": 0.06848, + "recall_at_10": 0.09422, + "recall_at_25": 0.14565, + "recall_at_50": 0.18533, + "recall_at_100": 0.27343, "precision_at_1": 0.11712, "precision_at_5": 0.06486, "precision_at_10": 0.04595, @@ -387,6 +387,264 @@ "precision_at_100": 0.01342, "mrr": 0.14836 } + ], + "long": [ + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.66142, + "ndcg_at_1": 0.45631, + "ndcg_at_5": 0.61105, + "ndcg_at_10": 0.66142, + "ndcg_at_25": 0.67311, + "ndcg_at_50": 0.67788, + "ndcg_at_100": 0.67956, + "map_at_1": 0.3746, + "map_at_5": 0.54945, + "map_at_10": 0.57285, + "map_at_25": 0.57664, + "map_at_50": 0.57738, + "map_at_100": 0.57756, + "recall_at_1": 0.3746, + "recall_at_5": 0.76052, + "recall_at_10": 0.90453, + "recall_at_25": 0.9466, + "recall_at_50": 0.97087, + "recall_at_100": 0.98058, + "precision_at_1": 0.45631, + "precision_at_5": 0.19612, + "precision_at_10": 0.1165, + "precision_at_25": 0.04932, + "precision_at_50": 0.02524, + "precision_at_100": 0.01272, + "mrr": 0.60503 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.38628, + "ndcg_at_1": 0.17822, + "ndcg_at_5": 0.35584, + "ndcg_at_10": 0.38628, + "ndcg_at_25": 0.42069, + "ndcg_at_50": 0.42904, + "ndcg_at_100": 0.44284, + "map_at_1": 0.17822, + "map_at_5": 0.29431, + "map_at_10": 0.30595, + "map_at_25": 0.31486, + "map_at_50": 0.31643, + "map_at_100": 0.31771, + "recall_at_1": 0.17822, + "recall_at_5": 0.5396, + "recall_at_10": 0.63861, + "recall_at_25": 0.77723, + "recall_at_50": 0.81683, + "recall_at_100": 0.90099, + "precision_at_1": 0.17822, + "precision_at_5": 0.11287, + "precision_at_10": 0.06634, + "precision_at_25": 0.03248, + "precision_at_50": 0.01723, + "precision_at_100": 0.0095, + "mrr": 0.32033 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.07311, + "ndcg_at_1": 0.0, + "ndcg_at_5": 0.03737, + "ndcg_at_10": 0.07311, + "ndcg_at_25": 0.16441, + "ndcg_at_50": 0.23959, + "ndcg_at_100": 0.34512, + "map_at_1": 0.0, + "map_at_5": 0.01123, + "map_at_10": 0.02307, + "map_at_25": 0.04671, + "map_at_50": 0.06529, + "map_at_100": 0.08931, + "recall_at_1": 0.0, + "recall_at_5": 0.03728, + "recall_at_10": 0.10886, + "recall_at_25": 0.31359, + "recall_at_50": 0.52203, + "recall_at_100": 0.86754, + "precision_at_1": 0.0, + "precision_at_5": 0.04643, + "precision_at_10": 0.06786, + "precision_at_25": 0.08, + "precision_at_50": 0.06839, + "precision_at_100": 0.05759, + "mrr": 0.13809 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.53334, + "ndcg_at_1": 0.36111, + "ndcg_at_5": 0.4953, + "ndcg_at_10": 0.53334, + "ndcg_at_25": 0.55873, + "ndcg_at_50": 0.57, + "ndcg_at_100": 0.57319, + "map_at_1": 0.32361, + "map_at_5": 0.4405, + "map_at_10": 0.45889, + "map_at_25": 0.46637, + "map_at_50": 0.46804, + "map_at_100": 0.46836, + "recall_at_1": 0.32361, + "recall_at_5": 0.62207, + "recall_at_10": 0.73272, + "recall_at_25": 0.83179, + "recall_at_50": 0.88735, + "recall_at_100": 0.90586, + "precision_at_1": 0.36111, + "precision_at_5": 0.14444, + "precision_at_10": 0.08611, + "precision_at_25": 0.03926, + "precision_at_50": 0.02093, + "precision_at_100": 0.01074, + "mrr": 0.49734 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.57722, + "ndcg_at_1": 0.38614, + "ndcg_at_5": 0.54635, + "ndcg_at_10": 0.57722, + "ndcg_at_25": 0.5973, + "ndcg_at_50": 0.60209, + "ndcg_at_100": 0.6045, + "map_at_1": 0.35347, + "map_at_5": 0.48861, + "map_at_10": 0.50078, + "map_at_25": 0.50589, + "map_at_50": 0.5066, + "map_at_100": 0.50691, + "recall_at_1": 0.35347, + "recall_at_5": 0.7, + "recall_at_10": 0.79736, + "recall_at_25": 0.87987, + "recall_at_50": 0.90462, + "recall_at_100": 0.91782, + "precision_at_1": 0.38614, + "precision_at_5": 0.15446, + "precision_at_10": 0.08812, + "precision_at_25": 0.03881, + "precision_at_50": 0.02, + "precision_at_100": 0.0102, + "mrr": 0.52775 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.42693, + "ndcg_at_1": 0.21368, + "ndcg_at_5": 0.38665, + "ndcg_at_10": 0.42693, + "ndcg_at_25": 0.45507, + "ndcg_at_50": 0.46785, + "ndcg_at_100": 0.4767, + "map_at_1": 0.20085, + "map_at_5": 0.3188, + "map_at_10": 0.3375, + "map_at_25": 0.34548, + "map_at_50": 0.34743, + "map_at_100": 0.3483, + "recall_at_1": 0.20085, + "recall_at_5": 0.57692, + "recall_at_10": 0.69658, + "recall_at_25": 0.80769, + "recall_at_50": 0.87179, + "recall_at_100": 0.92308, + "precision_at_1": 0.21368, + "precision_at_5": 0.12479, + "precision_at_10": 0.07692, + "precision_at_25": 0.03556, + "precision_at_50": 0.01915, + "precision_at_100": 0.01017, + "mrr": 0.35903 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.65725, + "ndcg_at_1": 0.51724, + "ndcg_at_5": 0.6261, + "ndcg_at_10": 0.65725, + "ndcg_at_25": 0.6756, + "ndcg_at_50": 0.68926, + "ndcg_at_100": 0.69599, + "map_at_1": 0.3944, + "map_at_5": 0.5609, + "map_at_10": 0.57772, + "map_at_25": 0.58458, + "map_at_50": 0.58777, + "map_at_100": 0.58865, + "recall_at_1": 0.3944, + "recall_at_5": 0.72126, + "recall_at_10": 0.80029, + "recall_at_25": 0.86207, + "recall_at_50": 0.91954, + "recall_at_100": 0.95546, + "precision_at_1": 0.51724, + "precision_at_5": 0.21379, + "precision_at_10": 0.12328, + "precision_at_25": 0.05414, + "precision_at_50": 0.02931, + "precision_at_100": 0.01526, + "mrr": 0.66183 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.4233, + "ndcg_at_1": 0.27184, + "ndcg_at_5": 0.38713, + "ndcg_at_10": 0.4233, + "ndcg_at_25": 0.45376, + "ndcg_at_50": 0.46989, + "ndcg_at_100": 0.48244, + "map_at_1": 0.25728, + "map_at_5": 0.34773, + "map_at_10": 0.36264, + "map_at_25": 0.37025, + "map_at_50": 0.37296, + "map_at_100": 0.37405, + "recall_at_1": 0.25728, + "recall_at_5": 0.49515, + "recall_at_10": 0.60518, + "recall_at_25": 0.73139, + "recall_at_50": 0.81068, + "recall_at_100": 0.88835, + "precision_at_1": 0.27184, + "precision_at_5": 0.10291, + "precision_at_10": 0.06311, + "precision_at_25": 0.03029, + "precision_at_50": 0.01709, + "precision_at_100": 0.00932, + "mrr": 0.38591 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/SFR-Embedding-Mistral/no_revision_available/BrightRetrieval.json b/results/SFR-Embedding-Mistral/no_revision_available/BrightRetrieval.json index ed2c2248..f7693e27 100644 --- a/results/SFR-Embedding-Mistral/no_revision_available/BrightRetrieval.json +++ b/results/SFR-Embedding-Mistral/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.15611, "map_at_50": 0.16392, "map_at_100": 0.16868, - "Recall_at_1": 0.06657, - "Recall_at_5": 0.19805, - "Recall_at_10": 0.25293, - "Recall_at_25": 0.34917, - "Recall_at_50": 0.45587, - "Recall_at_100": 0.54509, + "recall_at_1": 0.06657, + "recall_at_5": 0.19805, + "recall_at_10": 0.25293, + "recall_at_25": 0.34917, + "recall_at_50": 0.45587, + "recall_at_100": 0.54509, "precision_at_1": 0.13889, "precision_at_5": 0.10556, "precision_at_10": 0.07685, @@ -53,12 +53,12 @@ "map_at_25": 0.11468, "map_at_50": 0.12786, "map_at_100": 0.13672, - "Recall_at_1": 0.03065, - "Recall_at_5": 0.14801, - "Recall_at_10": 0.21684, - "Recall_at_25": 0.30859, - "Recall_at_50": 0.39599, - "Recall_at_100": 0.50856, + "recall_at_1": 0.03065, + "recall_at_5": 0.14801, + "recall_at_10": 0.21684, + "recall_at_25": 0.30859, + "recall_at_50": 0.39599, + "recall_at_100": 0.50856, "precision_at_1": 0.13592, "precision_at_5": 0.11456, "precision_at_10": 0.09029, @@ -72,32 +72,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.24046, - "ndcg_at_1": 0.16923, - "ndcg_at_5": 0.20344, - "ndcg_at_10": 0.24046, - "ndcg_at_25": 0.26562, - "ndcg_at_50": 0.27958, - "ndcg_at_100": 0.29035, - "map_at_1": 0.08513, - "map_at_5": 0.15726, - "map_at_10": 0.17392, - "map_at_25": 0.18189, - "map_at_50": 0.18447, - "map_at_100": 0.18573, - "Recall_at_1": 0.08513, - "Recall_at_5": 0.25821, - "Recall_at_10": 0.36718, - "Recall_at_25": 0.45308, - "Recall_at_50": 0.51718, - "Recall_at_100": 0.56718, - "precision_at_1": 0.16923, - "precision_at_5": 0.10154, - "precision_at_10": 0.06615, - "precision_at_25": 0.03262, - "precision_at_50": 0.01815, - "precision_at_100": 0.01031, - "mrr": 0.25673 + "main_score": 0.24315, + "ndcg_at_1": 0.16667, + "ndcg_at_5": 0.20865, + "ndcg_at_10": 0.24315, + "ndcg_at_25": 0.26887, + "ndcg_at_50": 0.2869, + "ndcg_at_100": 0.30317, + "map_at_1": 0.09264, + "map_at_5": 0.16387, + "map_at_10": 0.17895, + "map_at_25": 0.18657, + "map_at_50": 0.1902, + "map_at_100": 0.19209, + "recall_at_1": 0.09264, + "recall_at_5": 0.2587, + "recall_at_10": 0.35562, + "recall_at_25": 0.44322, + "recall_at_50": 0.52121, + "recall_at_100": 0.60882, + "precision_at_1": 0.16667, + "precision_at_5": 0.09487, + "precision_at_10": 0.06538, + "precision_at_25": 0.03282, + "precision_at_50": 0.01923, + "precision_at_100": 0.01103, + "mrr": 0.26379 }, { "hf_subset": "aops", @@ -117,12 +117,12 @@ "map_at_25": 0.052, "map_at_50": 0.05374, "map_at_100": 0.05636, - "Recall_at_1": 0.01845, - "Recall_at_5": 0.0562, - "Recall_at_10": 0.07658, - "Recall_at_25": 0.12629, - "Recall_at_50": 0.1501, - "Recall_at_100": 0.24512, + "recall_at_1": 0.01845, + "recall_at_5": 0.0562, + "recall_at_10": 0.07658, + "recall_at_25": 0.12629, + "recall_at_50": 0.1501, + "recall_at_100": 0.24512, "precision_at_1": 0.08108, "precision_at_5": 0.05766, "precision_at_10": 0.04234, @@ -149,12 +149,12 @@ "map_at_25": 0.20623, "map_at_50": 0.20776, "map_at_100": 0.20875, - "Recall_at_1": 0.1435, - "Recall_at_5": 0.22346, - "Recall_at_10": 0.2511, - "Recall_at_25": 0.30639, - "Recall_at_50": 0.34541, - "Recall_at_100": 0.3842, + "recall_at_1": 0.1435, + "recall_at_5": 0.22346, + "recall_at_10": 0.2511, + "recall_at_25": 0.30639, + "recall_at_50": 0.34541, + "recall_at_100": 0.3842, "precision_at_1": 0.23415, "precision_at_5": 0.08976, "precision_at_10": 0.0522, @@ -181,12 +181,12 @@ "map_at_25": 0.14103, "map_at_50": 0.15069, "map_at_100": 0.15475, - "Recall_at_1": 0.031, - "Recall_at_5": 0.14009, - "Recall_at_10": 0.25315, - "Recall_at_25": 0.41831, - "Recall_at_50": 0.51822, - "Recall_at_100": 0.62971, + "recall_at_1": 0.031, + "recall_at_5": 0.14009, + "recall_at_10": 0.25315, + "recall_at_25": 0.41831, + "recall_at_50": 0.51822, + "recall_at_100": 0.62971, "precision_at_1": 0.14851, "precision_at_5": 0.11485, "precision_at_10": 0.10297, @@ -213,12 +213,12 @@ "map_at_25": 0.09043, "map_at_50": 0.09741, "map_at_100": 0.10305, - "Recall_at_1": 0.03861, - "Recall_at_5": 0.09566, - "Recall_at_10": 0.16033, - "Recall_at_25": 0.24774, - "Recall_at_50": 0.33745, - "Recall_at_100": 0.48039, + "recall_at_1": 0.03861, + "recall_at_5": 0.09566, + "recall_at_10": 0.16033, + "recall_at_25": 0.24774, + "recall_at_50": 0.33745, + "recall_at_100": 0.48039, "precision_at_1": 0.11111, "precision_at_5": 0.07521, "precision_at_10": 0.05897, @@ -245,12 +245,12 @@ "map_at_25": 0.00765, "map_at_50": 0.01248, "map_at_100": 0.01997, - "Recall_at_1": 0.00132, - "Recall_at_5": 0.00567, - "Recall_at_10": 0.0109, - "Recall_at_25": 0.04764, - "Recall_at_50": 0.11412, - "Recall_at_100": 0.23476, + "recall_at_1": 0.00132, + "recall_at_5": 0.00567, + "recall_at_10": 0.0109, + "recall_at_25": 0.04764, + "recall_at_50": 0.11412, + "recall_at_100": 0.23476, "precision_at_1": 0.01786, "precision_at_5": 0.01786, "precision_at_10": 0.02054, @@ -277,12 +277,12 @@ "map_at_25": 0.2286, "map_at_50": 0.23194, "map_at_100": 0.23413, - "Recall_at_1": 0.13298, - "Recall_at_5": 0.273, - "Recall_at_10": 0.32876, - "Recall_at_25": 0.43791, - "Recall_at_50": 0.53732, - "Recall_at_100": 0.62852, + "recall_at_1": 0.13298, + "recall_at_5": 0.273, + "recall_at_10": 0.32876, + "recall_at_25": 0.43791, + "recall_at_50": 0.53732, + "recall_at_100": 0.62852, "precision_at_1": 0.24648, "precision_at_5": 0.10986, "precision_at_10": 0.0662, @@ -309,12 +309,12 @@ "map_at_25": 0.15565, "map_at_50": 0.16211, "map_at_100": 0.16617, - "Recall_at_1": 0.05708, - "Recall_at_5": 0.15784, - "Recall_at_10": 0.2271, - "Recall_at_25": 0.3494, - "Recall_at_50": 0.47704, - "Recall_at_100": 0.60072, + "recall_at_1": 0.05708, + "recall_at_5": 0.15784, + "recall_at_10": 0.2271, + "recall_at_25": 0.3494, + "recall_at_50": 0.47704, + "recall_at_100": 0.60072, "precision_at_1": 0.20388, "precision_at_5": 0.12621, "precision_at_10": 0.0932, @@ -341,12 +341,12 @@ "map_at_25": 0.21821, "map_at_50": 0.22451, "map_at_100": 0.22802, - "Recall_at_1": 0.09955, - "Recall_at_5": 0.24731, - "Recall_at_10": 0.30552, - "Recall_at_25": 0.42645, - "Recall_at_50": 0.50116, - "Recall_at_100": 0.56916, + "recall_at_1": 0.09955, + "recall_at_5": 0.24731, + "recall_at_10": 0.30552, + "recall_at_25": 0.42645, + "recall_at_50": 0.50116, + "recall_at_100": 0.56916, "precision_at_1": 0.25862, "precision_at_5": 0.15, "precision_at_10": 0.10345, @@ -373,12 +373,12 @@ "map_at_25": 0.12249, "map_at_50": 0.12509, "map_at_100": 0.12872, - "Recall_at_1": 0.05129, - "Recall_at_5": 0.1417, - "Recall_at_10": 0.19792, - "Recall_at_25": 0.28883, - "Recall_at_50": 0.31839, - "Recall_at_100": 0.41545, + "recall_at_1": 0.05129, + "recall_at_5": 0.1417, + "recall_at_10": 0.19792, + "recall_at_25": 0.28883, + "recall_at_50": 0.31839, + "recall_at_100": 0.41545, "precision_at_1": 0.15842, "precision_at_5": 0.09505, "precision_at_10": 0.07129, @@ -387,6 +387,264 @@ "precision_at_100": 0.02, "mrr": 0.23097 } + ], + "long": [ + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.63275, + "ndcg_at_1": 0.49138, + "ndcg_at_5": 0.59417, + "ndcg_at_10": 0.63275, + "ndcg_at_25": 0.66227, + "ndcg_at_50": 0.66919, + "ndcg_at_100": 0.67373, + "map_at_1": 0.36997, + "map_at_5": 0.52189, + "map_at_10": 0.54401, + "map_at_25": 0.55534, + "map_at_50": 0.55673, + "map_at_100": 0.5573, + "recall_at_1": 0.36997, + "recall_at_5": 0.70474, + "recall_at_10": 0.80172, + "recall_at_25": 0.90086, + "recall_at_50": 0.93247, + "recall_at_100": 0.9569, + "precision_at_1": 0.49138, + "precision_at_5": 0.21034, + "precision_at_10": 0.12328, + "precision_at_25": 0.05724, + "precision_at_50": 0.02966, + "precision_at_100": 0.01526, + "mrr": 0.6325 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.59045, + "ndcg_at_1": 0.38835, + "ndcg_at_5": 0.5439, + "ndcg_at_10": 0.59045, + "ndcg_at_25": 0.61458, + "ndcg_at_50": 0.6187, + "ndcg_at_100": 0.62128, + "map_at_1": 0.30259, + "map_at_5": 0.47278, + "map_at_10": 0.494, + "map_at_25": 0.5012, + "map_at_50": 0.50183, + "map_at_100": 0.50212, + "recall_at_1": 0.30259, + "recall_at_5": 0.72168, + "recall_at_10": 0.85437, + "recall_at_25": 0.9466, + "recall_at_50": 0.96602, + "recall_at_100": 0.98058, + "precision_at_1": 0.38835, + "precision_at_5": 0.18447, + "precision_at_10": 0.10971, + "precision_at_25": 0.04893, + "precision_at_50": 0.02505, + "precision_at_100": 0.01272, + "mrr": 0.53454 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.37632, + "ndcg_at_1": 0.16239, + "ndcg_at_5": 0.32274, + "ndcg_at_10": 0.37632, + "ndcg_at_25": 0.40863, + "ndcg_at_50": 0.42282, + "ndcg_at_100": 0.43215, + "map_at_1": 0.1453, + "map_at_5": 0.2609, + "map_at_10": 0.28417, + "map_at_25": 0.2936, + "map_at_50": 0.29566, + "map_at_100": 0.29659, + "recall_at_1": 0.1453, + "recall_at_5": 0.50427, + "recall_at_10": 0.66667, + "recall_at_25": 0.7906, + "recall_at_50": 0.86325, + "recall_at_100": 0.9188, + "precision_at_1": 0.16239, + "precision_at_5": 0.11111, + "precision_at_10": 0.0735, + "precision_at_25": 0.03487, + "precision_at_50": 0.01897, + "precision_at_100": 0.01009, + "mrr": 0.30117 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.56352, + "ndcg_at_1": 0.39815, + "ndcg_at_5": 0.5343, + "ndcg_at_10": 0.56352, + "ndcg_at_25": 0.58842, + "ndcg_at_50": 0.59864, + "ndcg_at_100": 0.60498, + "map_at_1": 0.34985, + "map_at_5": 0.4694, + "map_at_10": 0.48284, + "map_at_25": 0.49056, + "map_at_50": 0.49222, + "map_at_100": 0.49297, + "recall_at_1": 0.34985, + "recall_at_5": 0.69151, + "recall_at_10": 0.77901, + "recall_at_25": 0.87191, + "recall_at_50": 0.92284, + "recall_at_100": 0.95833, + "precision_at_1": 0.39815, + "precision_at_5": 0.15926, + "precision_at_10": 0.09074, + "precision_at_25": 0.04148, + "precision_at_50": 0.02204, + "precision_at_100": 0.01148, + "mrr": 0.52697 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.65975, + "ndcg_at_1": 0.51485, + "ndcg_at_5": 0.63221, + "ndcg_at_10": 0.65975, + "ndcg_at_25": 0.67087, + "ndcg_at_50": 0.67818, + "ndcg_at_100": 0.6861, + "map_at_1": 0.47723, + "map_at_5": 0.58284, + "map_at_10": 0.59549, + "map_at_25": 0.59922, + "map_at_50": 0.60059, + "map_at_100": 0.60129, + "recall_at_1": 0.47723, + "recall_at_5": 0.76436, + "recall_at_10": 0.84455, + "recall_at_25": 0.88614, + "recall_at_50": 0.92079, + "recall_at_100": 0.967, + "precision_at_1": 0.51485, + "precision_at_5": 0.16832, + "precision_at_10": 0.09505, + "precision_at_25": 0.04, + "precision_at_50": 0.02079, + "precision_at_100": 0.01099, + "mrr": 0.61722 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.07547, + "ndcg_at_1": 0.14286, + "ndcg_at_5": 0.07411, + "ndcg_at_10": 0.07547, + "ndcg_at_25": 0.1673, + "ndcg_at_50": 0.27079, + "ndcg_at_100": 0.36912, + "map_at_1": 0.02, + "map_at_5": 0.02931, + "map_at_10": 0.03342, + "map_at_25": 0.05377, + "map_at_50": 0.07907, + "map_at_100": 0.10361, + "recall_at_1": 0.02, + "recall_at_5": 0.04196, + "recall_at_10": 0.06935, + "recall_at_25": 0.27379, + "recall_at_50": 0.57441, + "recall_at_100": 0.88968, + "precision_at_1": 0.14286, + "precision_at_5": 0.05893, + "precision_at_10": 0.04821, + "precision_at_25": 0.07536, + "precision_at_50": 0.07518, + "precision_at_100": 0.05946, + "mrr": 0.23388 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.47929, + "ndcg_at_1": 0.25243, + "ndcg_at_5": 0.41068, + "ndcg_at_10": 0.47929, + "ndcg_at_25": 0.50515, + "ndcg_at_50": 0.51598, + "ndcg_at_100": 0.52174, + "map_at_1": 0.24272, + "map_at_5": 0.35939, + "map_at_10": 0.38842, + "map_at_25": 0.39566, + "map_at_50": 0.3971, + "map_at_100": 0.3977, + "recall_at_1": 0.24272, + "recall_at_5": 0.55663, + "recall_at_10": 0.76699, + "recall_at_25": 0.86893, + "recall_at_50": 0.92718, + "recall_at_100": 0.96117, + "precision_at_1": 0.25243, + "precision_at_5": 0.11845, + "precision_at_10": 0.08155, + "precision_at_25": 0.03689, + "precision_at_50": 0.01961, + "precision_at_100": 0.01019, + "mrr": 0.40307 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.40567, + "ndcg_at_1": 0.17822, + "ndcg_at_5": 0.37537, + "ndcg_at_10": 0.40567, + "ndcg_at_25": 0.43244, + "ndcg_at_50": 0.4499, + "ndcg_at_100": 0.4621, + "map_at_1": 0.17327, + "map_at_5": 0.30792, + "map_at_10": 0.32133, + "map_at_25": 0.32773, + "map_at_50": 0.33041, + "map_at_100": 0.33146, + "recall_at_1": 0.17327, + "recall_at_5": 0.57426, + "recall_at_10": 0.66337, + "recall_at_25": 0.77723, + "recall_at_50": 0.86634, + "recall_at_100": 0.94059, + "precision_at_1": 0.17822, + "precision_at_5": 0.11881, + "precision_at_10": 0.06832, + "precision_at_25": 0.03248, + "precision_at_50": 0.01802, + "precision_at_100": 0.0098, + "mrr": 0.33742 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/bge-large-en-v1.5/no_revision_available/BrightRetrieval.json b/results/bge-large-en-v1.5/no_revision_available/BrightRetrieval.json index fd545249..d1f261ea 100644 --- a/results/bge-large-en-v1.5/no_revision_available/BrightRetrieval.json +++ b/results/bge-large-en-v1.5/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.06334, "map_at_50": 0.06994, "map_at_100": 0.07332, - "Recall_at_1": 0.02197, - "Recall_at_5": 0.08217, - "Recall_at_10": 0.12127, - "Recall_at_25": 0.22812, - "Recall_at_50": 0.33078, - "Recall_at_100": 0.43512, + "recall_at_1": 0.02197, + "recall_at_5": 0.08217, + "recall_at_10": 0.12127, + "recall_at_25": 0.22812, + "recall_at_50": 0.33078, + "recall_at_100": 0.43512, "precision_at_1": 0.06838, "precision_at_5": 0.06154, "precision_at_10": 0.04872, @@ -53,12 +53,12 @@ "map_at_25": 0.19599, "map_at_50": 0.20074, "map_at_100": 0.20473, - "Recall_at_1": 0.10489, - "Recall_at_5": 0.23096, - "Recall_at_10": 0.27027, - "Recall_at_25": 0.36391, - "Recall_at_50": 0.42892, - "Recall_at_100": 0.52148, + "recall_at_1": 0.10489, + "recall_at_5": 0.23096, + "recall_at_10": 0.27027, + "recall_at_25": 0.36391, + "recall_at_50": 0.42892, + "recall_at_100": 0.52148, "precision_at_1": 0.21552, "precision_at_5": 0.12586, "precision_at_10": 0.08621, @@ -85,12 +85,12 @@ "map_at_25": 0.04373, "map_at_50": 0.04631, "map_at_100": 0.04838, - "Recall_at_1": 0.01266, - "Recall_at_5": 0.05615, - "Recall_at_10": 0.07191, - "Recall_at_25": 0.10982, - "Recall_at_50": 0.15653, - "Recall_at_100": 0.22169, + "recall_at_1": 0.01266, + "recall_at_5": 0.05615, + "recall_at_10": 0.07191, + "recall_at_25": 0.10982, + "recall_at_50": 0.15653, + "recall_at_100": 0.22169, "precision_at_1": 0.05405, "precision_at_5": 0.04505, "precision_at_10": 0.03153, @@ -117,12 +117,12 @@ "map_at_25": 0.1008, "map_at_50": 0.10641, "map_at_100": 0.1115, - "Recall_at_1": 0.04223, - "Recall_at_5": 0.10983, - "Recall_at_10": 0.16976, - "Recall_at_25": 0.28501, - "Recall_at_50": 0.36206, - "Recall_at_100": 0.50349, + "recall_at_1": 0.04223, + "recall_at_5": 0.10983, + "recall_at_10": 0.16976, + "recall_at_25": 0.28501, + "recall_at_50": 0.36206, + "recall_at_100": 0.50349, "precision_at_1": 0.10185, "precision_at_5": 0.07037, "precision_at_10": 0.05741, @@ -149,12 +149,12 @@ "map_at_25": 0.13264, "map_at_50": 0.1381, "map_at_100": 0.14173, - "Recall_at_1": 0.06658, - "Recall_at_5": 0.13671, - "Recall_at_10": 0.18446, - "Recall_at_25": 0.24407, - "Recall_at_50": 0.32101, - "Recall_at_100": 0.43298, + "recall_at_1": 0.06658, + "recall_at_5": 0.13671, + "recall_at_10": 0.18446, + "recall_at_25": 0.24407, + "recall_at_50": 0.32101, + "recall_at_100": 0.43298, "precision_at_1": 0.15842, "precision_at_5": 0.11089, "precision_at_10": 0.08218, @@ -181,12 +181,12 @@ "map_at_25": 0.08151, "map_at_50": 0.08359, "map_at_100": 0.08595, - "Recall_at_1": 0.04191, - "Recall_at_5": 0.1068, - "Recall_at_10": 0.14432, - "Recall_at_25": 0.20119, - "Recall_at_50": 0.23352, - "Recall_at_100": 0.3129, + "recall_at_1": 0.04191, + "recall_at_5": 0.1068, + "recall_at_10": 0.14432, + "recall_at_25": 0.20119, + "recall_at_50": 0.23352, + "recall_at_100": 0.3129, "precision_at_1": 0.13861, "precision_at_5": 0.07327, "precision_at_10": 0.0505, @@ -200,32 +200,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.05511, - "ndcg_at_1": 0.03077, - "ndcg_at_5": 0.04458, - "ndcg_at_10": 0.05511, - "ndcg_at_25": 0.0799, - "ndcg_at_50": 0.09675, - "ndcg_at_100": 0.10927, - "map_at_1": 0.01282, - "map_at_5": 0.03679, - "map_at_10": 0.04043, - "map_at_25": 0.04625, - "map_at_50": 0.04898, - "map_at_100": 0.05027, - "Recall_at_1": 0.01282, - "Recall_at_5": 0.05641, - "Recall_at_10": 0.08718, - "Recall_at_25": 0.18462, - "Recall_at_50": 0.26154, - "Recall_at_100": 0.32564, - "precision_at_1": 0.03077, - "precision_at_5": 0.02154, - "precision_at_10": 0.01538, - "precision_at_25": 0.01108, - "precision_at_50": 0.008, - "precision_at_100": 0.00523, - "mrr": 0.06313 + "main_score": 0.06723, + "ndcg_at_1": 0.05128, + "ndcg_at_5": 0.05092, + "ndcg_at_10": 0.06723, + "ndcg_at_25": 0.08446, + "ndcg_at_50": 0.09419, + "ndcg_at_100": 0.10385, + "map_at_1": 0.02137, + "map_at_5": 0.04017, + "map_at_10": 0.04582, + "map_at_25": 0.04928, + "map_at_50": 0.05075, + "map_at_100": 0.05168, + "recall_at_1": 0.02137, + "recall_at_5": 0.0641, + "recall_at_10": 0.11004, + "recall_at_25": 0.17094, + "recall_at_50": 0.2123, + "recall_at_100": 0.26358, + "precision_at_1": 0.05128, + "precision_at_5": 0.02308, + "precision_at_10": 0.01923, + "precision_at_25": 0.01231, + "precision_at_50": 0.00795, + "precision_at_100": 0.00487, + "mrr": 0.08004 }, { "hf_subset": "pony", @@ -245,12 +245,12 @@ "map_at_25": 0.01387, "map_at_50": 0.0191, "map_at_100": 0.02604, - "Recall_at_1": 0.00185, - "Recall_at_5": 0.01414, - "Recall_at_10": 0.0301, - "Recall_at_25": 0.06894, - "Recall_at_50": 0.13701, - "Recall_at_100": 0.24116, + "recall_at_1": 0.00185, + "recall_at_5": 0.01414, + "recall_at_10": 0.0301, + "recall_at_25": 0.06894, + "recall_at_50": 0.13701, + "recall_at_100": 0.24116, "precision_at_1": 0.03571, "precision_at_5": 0.05179, "precision_at_10": 0.05893, @@ -277,12 +277,12 @@ "map_at_25": 0.08103, "map_at_50": 0.08553, "map_at_100": 0.08818, - "Recall_at_1": 0.0281, - "Recall_at_5": 0.09826, - "Recall_at_10": 0.15148, - "Recall_at_25": 0.23134, - "Recall_at_50": 0.3096, - "Recall_at_100": 0.39912, + "recall_at_1": 0.0281, + "recall_at_5": 0.09826, + "recall_at_10": 0.15148, + "recall_at_25": 0.23134, + "recall_at_50": 0.3096, + "recall_at_100": 0.39912, "precision_at_1": 0.09709, "precision_at_5": 0.07379, "precision_at_10": 0.05922, @@ -309,12 +309,12 @@ "map_at_25": 0.11052, "map_at_50": 0.11115, "map_at_100": 0.11176, - "Recall_at_1": 0.07317, - "Recall_at_5": 0.13171, - "Recall_at_10": 0.14593, - "Recall_at_25": 0.18078, - "Recall_at_50": 0.1972, - "Recall_at_100": 0.23053, + "recall_at_1": 0.07317, + "recall_at_5": 0.13171, + "recall_at_10": 0.14593, + "recall_at_25": 0.18078, + "recall_at_50": 0.1972, + "recall_at_100": 0.23053, "precision_at_1": 0.11707, "precision_at_5": 0.04976, "precision_at_10": 0.02732, @@ -341,12 +341,12 @@ "map_at_25": 0.22326, "map_at_50": 0.22656, "map_at_100": 0.22765, - "Recall_at_1": 0.14765, - "Recall_at_5": 0.26761, - "Recall_at_10": 0.31326, - "Recall_at_25": 0.38979, - "Recall_at_50": 0.47195, - "Recall_at_100": 0.53263, + "recall_at_1": 0.14765, + "recall_at_5": 0.26761, + "recall_at_10": 0.31326, + "recall_at_25": 0.38979, + "recall_at_50": 0.47195, + "recall_at_100": 0.53263, "precision_at_1": 0.26761, "precision_at_5": 0.10704, "precision_at_10": 0.06338, @@ -373,12 +373,12 @@ "map_at_25": 0.11318, "map_at_50": 0.1211, "map_at_100": 0.1268, - "Recall_at_1": 0.05968, - "Recall_at_5": 0.12612, - "Recall_at_10": 0.16238, - "Recall_at_25": 0.2658, - "Recall_at_50": 0.36389, - "Recall_at_100": 0.44589, + "recall_at_1": 0.05968, + "recall_at_5": 0.12612, + "recall_at_10": 0.16238, + "recall_at_25": 0.2658, + "recall_at_50": 0.36389, + "recall_at_100": 0.44589, "precision_at_1": 0.17476, "precision_at_5": 0.09515, "precision_at_10": 0.07961, @@ -387,6 +387,264 @@ "precision_at_100": 0.02932, "mrr": 0.23032 } + ], + "long": [ + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.06933, + "ndcg_at_1": 0.02679, + "ndcg_at_5": 0.04388, + "ndcg_at_10": 0.06933, + "ndcg_at_25": 0.15597, + "ndcg_at_50": 0.24733, + "ndcg_at_100": 0.30891, + "map_at_1": 0.0036, + "map_at_5": 0.01391, + "map_at_10": 0.02335, + "map_at_25": 0.04624, + "map_at_50": 0.06872, + "map_at_100": 0.08187, + "recall_at_1": 0.0036, + "recall_at_5": 0.03288, + "recall_at_10": 0.09272, + "recall_at_25": 0.28795, + "recall_at_50": 0.53978, + "recall_at_100": 0.73949, + "precision_at_1": 0.02679, + "precision_at_5": 0.04821, + "precision_at_10": 0.0625, + "precision_at_25": 0.07679, + "precision_at_50": 0.07232, + "precision_at_100": 0.05009, + "mrr": 0.14914 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.23984, + "ndcg_at_1": 0.13861, + "ndcg_at_5": 0.22255, + "ndcg_at_10": 0.23984, + "ndcg_at_25": 0.24502, + "ndcg_at_50": 0.25202, + "ndcg_at_100": 0.26777, + "map_at_1": 0.11584, + "map_at_5": 0.19208, + "map_at_10": 0.19923, + "map_at_25": 0.20075, + "map_at_50": 0.2019, + "map_at_100": 0.20323, + "recall_at_1": 0.11584, + "recall_at_5": 0.29901, + "recall_at_10": 0.34851, + "recall_at_25": 0.36832, + "recall_at_50": 0.40297, + "recall_at_100": 0.49868, + "precision_at_1": 0.13861, + "precision_at_5": 0.06733, + "precision_at_10": 0.0396, + "precision_at_25": 0.01663, + "precision_at_50": 0.00911, + "precision_at_100": 0.00564, + "mrr": 0.22329 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.28039, + "ndcg_at_1": 0.13675, + "ndcg_at_5": 0.26537, + "ndcg_at_10": 0.28039, + "ndcg_at_25": 0.30948, + "ndcg_at_50": 0.33601, + "ndcg_at_100": 0.34907, + "map_at_1": 0.13248, + "map_at_5": 0.22293, + "map_at_10": 0.22919, + "map_at_25": 0.23661, + "map_at_50": 0.241, + "map_at_100": 0.24228, + "recall_at_1": 0.13248, + "recall_at_5": 0.38034, + "recall_at_10": 0.42735, + "recall_at_25": 0.54701, + "recall_at_50": 0.67521, + "recall_at_100": 0.75214, + "precision_at_1": 0.13675, + "precision_at_5": 0.08376, + "precision_at_10": 0.04701, + "precision_at_25": 0.02359, + "precision_at_50": 0.01487, + "precision_at_100": 0.00838, + "mrr": 0.25148 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.18467, + "ndcg_at_1": 0.10891, + "ndcg_at_5": 0.15064, + "ndcg_at_10": 0.18467, + "ndcg_at_25": 0.20282, + "ndcg_at_50": 0.22359, + "ndcg_at_100": 0.23574, + "map_at_1": 0.10891, + "map_at_5": 0.13548, + "map_at_10": 0.14994, + "map_at_25": 0.15521, + "map_at_50": 0.15844, + "map_at_100": 0.15954, + "recall_at_1": 0.10891, + "recall_at_5": 0.19802, + "recall_at_10": 0.29703, + "recall_at_25": 0.36634, + "recall_at_50": 0.4703, + "recall_at_100": 0.54455, + "precision_at_1": 0.10891, + "precision_at_5": 0.0396, + "precision_at_10": 0.03069, + "precision_at_25": 0.01584, + "precision_at_50": 0.0101, + "precision_at_100": 0.00584, + "mrr": 0.16208 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.4948, + "ndcg_at_1": 0.36207, + "ndcg_at_5": 0.4763, + "ndcg_at_10": 0.4948, + "ndcg_at_25": 0.51752, + "ndcg_at_50": 0.53512, + "ndcg_at_100": 0.54859, + "map_at_1": 0.2773, + "map_at_5": 0.41114, + "map_at_10": 0.42034, + "map_at_25": 0.42819, + "map_at_50": 0.4315, + "map_at_100": 0.4331, + "recall_at_1": 0.2773, + "recall_at_5": 0.58046, + "recall_at_10": 0.62859, + "recall_at_25": 0.70546, + "recall_at_50": 0.78161, + "recall_at_100": 0.85201, + "precision_at_1": 0.36207, + "precision_at_5": 0.16379, + "precision_at_10": 0.09138, + "precision_at_25": 0.04276, + "precision_at_50": 0.02431, + "precision_at_100": 0.01345, + "mrr": 0.50819 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.3791, + "ndcg_at_1": 0.2233, + "ndcg_at_5": 0.31277, + "ndcg_at_10": 0.3791, + "ndcg_at_25": 0.4213, + "ndcg_at_50": 0.44194, + "ndcg_at_100": 0.44958, + "map_at_1": 0.16424, + "map_at_5": 0.26467, + "map_at_10": 0.29367, + "map_at_25": 0.30603, + "map_at_50": 0.30951, + "map_at_100": 0.31046, + "recall_at_1": 0.16424, + "recall_at_5": 0.42395, + "recall_at_10": 0.62055, + "recall_at_25": 0.78155, + "recall_at_50": 0.87864, + "recall_at_100": 0.91909, + "precision_at_1": 0.2233, + "precision_at_5": 0.10874, + "precision_at_10": 0.07767, + "precision_at_25": 0.03922, + "precision_at_50": 0.02252, + "precision_at_100": 0.01194, + "mrr": 0.34117 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.32577, + "ndcg_at_1": 0.21359, + "ndcg_at_5": 0.30208, + "ndcg_at_10": 0.32577, + "ndcg_at_25": 0.35356, + "ndcg_at_50": 0.36644, + "ndcg_at_100": 0.37283, + "map_at_1": 0.20874, + "map_at_5": 0.27152, + "map_at_10": 0.28129, + "map_at_25": 0.2889, + "map_at_50": 0.29072, + "map_at_100": 0.29131, + "recall_at_1": 0.20874, + "recall_at_5": 0.38835, + "recall_at_10": 0.45955, + "recall_at_25": 0.56958, + "recall_at_50": 0.63754, + "recall_at_100": 0.67638, + "precision_at_1": 0.21359, + "precision_at_5": 0.07961, + "precision_at_10": 0.04757, + "precision_at_25": 0.02369, + "precision_at_50": 0.0132, + "precision_at_100": 0.00699, + "mrr": 0.29907 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.31384, + "ndcg_at_1": 0.18519, + "ndcg_at_5": 0.281, + "ndcg_at_10": 0.31384, + "ndcg_at_25": 0.33131, + "ndcg_at_50": 0.34295, + "ndcg_at_100": 0.35654, + "map_at_1": 0.16898, + "map_at_5": 0.24954, + "map_at_10": 0.26365, + "map_at_25": 0.2689, + "map_at_50": 0.27064, + "map_at_100": 0.27178, + "recall_at_1": 0.16898, + "recall_at_5": 0.36111, + "recall_at_10": 0.45463, + "recall_at_25": 0.52315, + "recall_at_50": 0.58333, + "recall_at_100": 0.66512, + "precision_at_1": 0.18519, + "precision_at_5": 0.08333, + "precision_at_10": 0.05463, + "precision_at_25": 0.02556, + "precision_at_50": 0.01407, + "precision_at_100": 0.00796, + "mrr": 0.28379 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/bm25/no_revision_available/BrightRetrieval.json b/results/bm25/no_revision_available/BrightRetrieval.json index 245854d2..0c6bf537 100644 --- a/results/bm25/no_revision_available/BrightRetrieval.json +++ b/results/bm25/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.09664, "map_at_50": 0.10184, "map_at_100": 0.10577, - "Recall_at_1": 0.03419, - "Recall_at_5": 0.1468, - "Recall_at_10": 0.19403, - "Recall_at_25": 0.2793, - "Recall_at_50": 0.34568, - "Recall_at_100": 0.46435, + "recall_at_1": 0.03419, + "recall_at_5": 0.1468, + "recall_at_10": 0.19403, + "recall_at_25": 0.2793, + "recall_at_50": 0.34568, + "recall_at_100": 0.46435, "precision_at_1": 0.06931, "precision_at_5": 0.06931, "precision_at_10": 0.05644, @@ -53,12 +53,12 @@ "map_at_25": 0.01927, "map_at_50": 0.02581, "map_at_100": 0.03244, - "Recall_at_1": 0.00328, - "Recall_at_5": 0.02073, - "Recall_at_10": 0.03552, - "Recall_at_25": 0.07627, - "Recall_at_50": 0.14823, - "Recall_at_100": 0.25065, + "recall_at_1": 0.00328, + "recall_at_5": 0.02073, + "recall_at_10": 0.03552, + "recall_at_25": 0.07627, + "recall_at_50": 0.14823, + "recall_at_100": 0.25065, "precision_at_1": 0.07143, "precision_at_5": 0.08929, "precision_at_10": 0.07857, @@ -85,12 +85,12 @@ "map_at_25": 0.20591, "map_at_50": 0.2089, "map_at_100": 0.21042, - "Recall_at_1": 0.12711, - "Recall_at_5": 0.23286, - "Recall_at_10": 0.29472, - "Recall_at_25": 0.39178, - "Recall_at_50": 0.45599, - "Recall_at_100": 0.53756, + "recall_at_1": 0.12711, + "recall_at_5": 0.23286, + "recall_at_10": 0.29472, + "recall_at_25": 0.39178, + "recall_at_50": 0.45599, + "recall_at_100": 0.53756, "precision_at_1": 0.24648, "precision_at_5": 0.09718, "precision_at_10": 0.05986, @@ -117,12 +117,12 @@ "map_at_25": 0.19931, "map_at_50": 0.20568, "map_at_100": 0.20907, - "Recall_at_1": 0.08666, - "Recall_at_5": 0.21566, - "Recall_at_10": 0.31401, - "Recall_at_25": 0.44455, - "Recall_at_50": 0.52713, - "Recall_at_100": 0.59103, + "recall_at_1": 0.08666, + "recall_at_5": 0.21566, + "recall_at_10": 0.31401, + "recall_at_25": 0.44455, + "recall_at_50": 0.52713, + "recall_at_100": 0.59103, "precision_at_1": 0.26724, "precision_at_5": 0.16207, "precision_at_10": 0.12414, @@ -149,12 +149,12 @@ "map_at_25": 0.12003, "map_at_50": 0.12688, "map_at_100": 0.13023, - "Recall_at_1": 0.05275, - "Recall_at_5": 0.13104, - "Recall_at_10": 0.16758, - "Recall_at_25": 0.24163, - "Recall_at_50": 0.3198, - "Recall_at_100": 0.36972, + "recall_at_1": 0.05275, + "recall_at_5": 0.13104, + "recall_at_10": 0.16758, + "recall_at_25": 0.24163, + "recall_at_50": 0.3198, + "recall_at_100": 0.36972, "precision_at_1": 0.18803, "precision_at_5": 0.1094, "precision_at_10": 0.08034, @@ -181,12 +181,12 @@ "map_at_25": 0.10115, "map_at_50": 0.10652, "map_at_100": 0.11015, - "Recall_at_1": 0.05165, - "Recall_at_5": 0.1171, - "Recall_at_10": 0.16757, - "Recall_at_25": 0.24378, - "Recall_at_50": 0.30362, - "Recall_at_100": 0.37543, + "recall_at_1": 0.05165, + "recall_at_5": 0.1171, + "recall_at_10": 0.16757, + "recall_at_25": 0.24378, + "recall_at_50": 0.30362, + "recall_at_100": 0.37543, "precision_at_1": 0.1068, "precision_at_5": 0.07961, "precision_at_10": 0.07087, @@ -213,12 +213,12 @@ "map_at_25": 0.08445, "map_at_50": 0.08483, "map_at_100": 0.08561, - "Recall_at_1": 0.05829, - "Recall_at_5": 0.09407, - "Recall_at_10": 0.11398, - "Recall_at_25": 0.15341, - "Recall_at_50": 0.16724, - "Recall_at_100": 0.21236, + "recall_at_1": 0.05829, + "recall_at_5": 0.09407, + "recall_at_10": 0.11398, + "recall_at_25": 0.15341, + "recall_at_50": 0.16724, + "recall_at_100": 0.21236, "precision_at_1": 0.09756, "precision_at_5": 0.03415, "precision_at_10": 0.02244, @@ -232,32 +232,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.0425, - "ndcg_at_1": 0.03077, - "ndcg_at_5": 0.03144, - "ndcg_at_10": 0.0425, - "ndcg_at_25": 0.04619, - "ndcg_at_50": 0.059, - "ndcg_at_100": 0.06311, - "map_at_1": 0.01538, - "map_at_5": 0.02231, - "map_at_10": 0.02792, - "map_at_25": 0.02883, - "map_at_50": 0.03053, - "map_at_100": 0.03093, - "Recall_at_1": 0.01538, - "Recall_at_5": 0.04615, - "Recall_at_10": 0.07436, - "Recall_at_25": 0.08974, - "Recall_at_50": 0.14872, - "Recall_at_100": 0.16795, - "precision_at_1": 0.03077, - "precision_at_5": 0.01231, - "precision_at_10": 0.01077, - "precision_at_25": 0.00492, - "precision_at_50": 0.00431, - "precision_at_100": 0.00262, - "mrr": 0.04778 + "main_score": 0.04752, + "ndcg_at_1": 0.02564, + "ndcg_at_5": 0.03455, + "ndcg_at_10": 0.04752, + "ndcg_at_25": 0.05501, + "ndcg_at_50": 0.06216, + "ndcg_at_100": 0.0678, + "map_at_1": 0.01282, + "map_at_5": 0.02276, + "map_at_10": 0.02917, + "map_at_25": 0.03089, + "map_at_50": 0.03186, + "map_at_100": 0.03239, + "recall_at_1": 0.01282, + "recall_at_5": 0.05769, + "recall_at_10": 0.08974, + "recall_at_25": 0.11966, + "recall_at_50": 0.14957, + "recall_at_100": 0.17949, + "precision_at_1": 0.02564, + "precision_at_5": 0.01538, + "precision_at_10": 0.01282, + "precision_at_25": 0.00667, + "precision_at_50": 0.00462, + "precision_at_100": 0.00282, + "mrr": 0.04856 }, { "hf_subset": "psychology", @@ -277,12 +277,12 @@ "map_at_25": 0.09093, "map_at_50": 0.09527, "map_at_100": 0.09757, - "Recall_at_1": 0.03518, - "Recall_at_5": 0.10748, - "Recall_at_10": 0.1552, - "Recall_at_25": 0.24303, - "Recall_at_50": 0.32782, - "Recall_at_100": 0.40448, + "recall_at_1": 0.03518, + "recall_at_5": 0.10748, + "recall_at_10": 0.1552, + "recall_at_25": 0.24303, + "recall_at_50": 0.32782, + "recall_at_100": 0.40448, "precision_at_1": 0.09901, "precision_at_5": 0.08317, "precision_at_10": 0.0604, @@ -309,12 +309,12 @@ "map_at_25": 0.11204, "map_at_50": 0.11644, "map_at_100": 0.11907, - "Recall_at_1": 0.0483, - "Recall_at_5": 0.12355, - "Recall_at_10": 0.21132, - "Recall_at_25": 0.31063, - "Recall_at_50": 0.37663, - "Recall_at_100": 0.45735, + "recall_at_1": 0.0483, + "recall_at_5": 0.12355, + "recall_at_10": 0.21132, + "recall_at_25": 0.31063, + "recall_at_50": 0.37663, + "recall_at_100": 0.45735, "precision_at_1": 0.12037, "precision_at_5": 0.07778, "precision_at_10": 0.06111, @@ -341,12 +341,12 @@ "map_at_25": 0.14387, "map_at_50": 0.14868, "map_at_100": 0.15144, - "Recall_at_1": 0.06589, - "Recall_at_5": 0.16869, - "Recall_at_10": 0.21846, - "Recall_at_25": 0.30563, - "Recall_at_50": 0.36997, - "Recall_at_100": 0.45447, + "recall_at_1": 0.06589, + "recall_at_5": 0.16869, + "recall_at_10": 0.21846, + "recall_at_25": 0.30563, + "recall_at_50": 0.36997, + "recall_at_100": 0.45447, "precision_at_1": 0.18447, "precision_at_5": 0.1068, "precision_at_10": 0.07573, @@ -373,12 +373,12 @@ "map_at_25": 0.04163, "map_at_50": 0.04403, "map_at_100": 0.04564, - "Recall_at_1": 0.02242, - "Recall_at_5": 0.04333, - "Recall_at_10": 0.06017, - "Recall_at_25": 0.12023, - "Recall_at_50": 0.16141, - "Recall_at_100": 0.2174, + "recall_at_1": 0.02242, + "recall_at_5": 0.04333, + "recall_at_10": 0.06017, + "recall_at_25": 0.12023, + "recall_at_50": 0.16141, + "recall_at_100": 0.2174, "precision_at_1": 0.0991, "precision_at_5": 0.04324, "precision_at_10": 0.03063, @@ -387,6 +387,264 @@ "precision_at_100": 0.01063, "mrr": 0.13876 } + ], + "long": [ + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.23901, + "ndcg_at_1": 0.07921, + "ndcg_at_5": 0.20152, + "ndcg_at_10": 0.23901, + "ndcg_at_25": 0.25813, + "ndcg_at_50": 0.26968, + "ndcg_at_100": 0.29473, + "map_at_1": 0.07426, + "map_at_5": 0.16304, + "map_at_10": 0.17795, + "map_at_25": 0.18274, + "map_at_50": 0.18448, + "map_at_100": 0.18672, + "recall_at_1": 0.07426, + "recall_at_5": 0.31188, + "recall_at_10": 0.43069, + "recall_at_25": 0.5099, + "recall_at_50": 0.56931, + "recall_at_100": 0.72277, + "precision_at_1": 0.07921, + "precision_at_5": 0.06733, + "precision_at_10": 0.04554, + "precision_at_25": 0.02139, + "precision_at_50": 0.01188, + "precision_at_100": 0.00752, + "mrr": 0.19263 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.32855, + "ndcg_at_1": 0.33929, + "ndcg_at_5": 0.29785, + "ndcg_at_10": 0.32855, + "ndcg_at_25": 0.45109, + "ndcg_at_50": 0.52351, + "ndcg_at_100": 0.55995, + "map_at_1": 0.0535, + "map_at_5": 0.13161, + "map_at_10": 0.17618, + "map_at_25": 0.23629, + "map_at_50": 0.26634, + "map_at_100": 0.2775, + "recall_at_1": 0.0535, + "recall_at_5": 0.21583, + "recall_at_10": 0.35581, + "recall_at_25": 0.62984, + "recall_at_50": 0.82843, + "recall_at_100": 0.94458, + "precision_at_1": 0.33929, + "precision_at_5": 0.28036, + "precision_at_10": 0.23661, + "precision_at_25": 0.16893, + "precision_at_50": 0.11143, + "precision_at_100": 0.06393, + "mrr": 0.54403 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.26534, + "ndcg_at_1": 0.14563, + "ndcg_at_5": 0.21654, + "ndcg_at_10": 0.26534, + "ndcg_at_25": 0.2992, + "ndcg_at_50": 0.31474, + "ndcg_at_100": 0.33135, + "map_at_1": 0.1068, + "map_at_5": 0.17987, + "map_at_10": 0.20163, + "map_at_25": 0.2099, + "map_at_50": 0.21239, + "map_at_100": 0.21392, + "recall_at_1": 0.1068, + "recall_at_5": 0.30016, + "recall_at_10": 0.44417, + "recall_at_25": 0.57848, + "recall_at_50": 0.65615, + "recall_at_100": 0.75, + "precision_at_1": 0.14563, + "precision_at_5": 0.08155, + "precision_at_10": 0.05631, + "precision_at_25": 0.02913, + "precision_at_50": 0.0165, + "precision_at_100": 0.00961, + "mrr": 0.24077 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.44796, + "ndcg_at_1": 0.23932, + "ndcg_at_5": 0.40371, + "ndcg_at_10": 0.44796, + "ndcg_at_25": 0.48243, + "ndcg_at_50": 0.48583, + "ndcg_at_100": 0.49599, + "map_at_1": 0.22222, + "map_at_5": 0.34409, + "map_at_10": 0.36289, + "map_at_25": 0.37217, + "map_at_50": 0.37272, + "map_at_100": 0.37377, + "recall_at_1": 0.22222, + "recall_at_5": 0.5641, + "recall_at_10": 0.70085, + "recall_at_25": 0.83761, + "recall_at_50": 0.8547, + "recall_at_100": 0.91453, + "precision_at_1": 0.23932, + "precision_at_5": 0.12479, + "precision_at_10": 0.07692, + "precision_at_25": 0.03658, + "precision_at_50": 0.01863, + "precision_at_100": 0.01, + "mrr": 0.38891 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.28011, + "ndcg_at_1": 0.19828, + "ndcg_at_5": 0.25517, + "ndcg_at_10": 0.28011, + "ndcg_at_25": 0.31385, + "ndcg_at_50": 0.34745, + "ndcg_at_100": 0.36957, + "map_at_1": 0.15374, + "map_at_5": 0.21801, + "map_at_10": 0.22816, + "map_at_25": 0.23781, + "map_at_50": 0.24344, + "map_at_100": 0.24567, + "recall_at_1": 0.15374, + "recall_at_5": 0.31609, + "recall_at_10": 0.38506, + "recall_at_25": 0.51006, + "recall_at_50": 0.66092, + "recall_at_100": 0.77586, + "precision_at_1": 0.19828, + "precision_at_5": 0.08448, + "precision_at_10": 0.05345, + "precision_at_25": 0.02897, + "precision_at_50": 0.01966, + "precision_at_100": 0.01207, + "mrr": 0.29294 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.21946, + "ndcg_at_1": 0.08911, + "ndcg_at_5": 0.18215, + "ndcg_at_10": 0.21946, + "ndcg_at_25": 0.256, + "ndcg_at_50": 0.2834, + "ndcg_at_100": 0.2955, + "map_at_1": 0.08416, + "map_at_5": 0.15454, + "map_at_10": 0.17108, + "map_at_25": 0.18079, + "map_at_50": 0.18476, + "map_at_100": 0.18596, + "recall_at_1": 0.08416, + "recall_at_5": 0.25446, + "recall_at_10": 0.36337, + "recall_at_25": 0.50924, + "recall_at_50": 0.64983, + "recall_at_100": 0.72112, + "precision_at_1": 0.08911, + "precision_at_5": 0.05743, + "precision_at_10": 0.04158, + "precision_at_25": 0.02376, + "precision_at_50": 0.01505, + "precision_at_100": 0.00842, + "mrr": 0.19203 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.23869, + "ndcg_at_1": 0.12963, + "ndcg_at_5": 0.21673, + "ndcg_at_10": 0.23869, + "ndcg_at_25": 0.27308, + "ndcg_at_50": 0.2989, + "ndcg_at_100": 0.32738, + "map_at_1": 0.10679, + "map_at_5": 0.18295, + "map_at_10": 0.19169, + "map_at_25": 0.20108, + "map_at_50": 0.20528, + "map_at_100": 0.20819, + "recall_at_1": 0.10679, + "recall_at_5": 0.30432, + "recall_at_10": 0.36867, + "recall_at_25": 0.50509, + "recall_at_50": 0.63241, + "recall_at_100": 0.79907, + "precision_at_1": 0.12963, + "precision_at_5": 0.07222, + "precision_at_10": 0.04444, + "precision_at_25": 0.02444, + "precision_at_50": 0.01519, + "precision_at_100": 0.00954, + "mrr": 0.22321 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.20687, + "ndcg_at_1": 0.1068, + "ndcg_at_5": 0.17781, + "ndcg_at_10": 0.20687, + "ndcg_at_25": 0.23828, + "ndcg_at_50": 0.25629, + "ndcg_at_100": 0.27774, + "map_at_1": 0.1068, + "map_at_5": 0.15761, + "map_at_10": 0.17008, + "map_at_25": 0.17761, + "map_at_50": 0.18025, + "map_at_100": 0.18213, + "recall_at_1": 0.1068, + "recall_at_5": 0.23625, + "recall_at_10": 0.32362, + "recall_at_25": 0.45469, + "recall_at_50": 0.54693, + "recall_at_100": 0.67799, + "precision_at_1": 0.1068, + "precision_at_5": 0.05049, + "precision_at_10": 0.03398, + "precision_at_25": 0.01903, + "precision_at_50": 0.01146, + "precision_at_100": 0.00709, + "mrr": 0.18464 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/e5-mistral-7b-instruct/no_revision_available/BrightRetrieval.json b/results/e5-mistral-7b-instruct/no_revision_available/BrightRetrieval.json index 1632938d..fb41baf8 100644 --- a/results/e5-mistral-7b-instruct/no_revision_available/BrightRetrieval.json +++ b/results/e5-mistral-7b-instruct/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.14628, "map_at_50": 0.15333, "map_at_100": 0.15799, - "Recall_at_1": 0.07407, - "Recall_at_5": 0.18398, - "Recall_at_10": 0.22954, - "Recall_at_25": 0.31211, - "Recall_at_50": 0.40215, - "Recall_at_100": 0.50461, + "recall_at_1": 0.07407, + "recall_at_5": 0.18398, + "recall_at_10": 0.22954, + "recall_at_25": 0.31211, + "recall_at_50": 0.40215, + "recall_at_100": 0.50461, "precision_at_1": 0.13889, "precision_at_5": 0.1, "precision_at_10": 0.06852, @@ -53,12 +53,12 @@ "map_at_25": 0.09795, "map_at_50": 0.10828, "map_at_100": 0.11456, - "Recall_at_1": 0.02827, - "Recall_at_5": 0.11833, - "Recall_at_10": 0.18364, - "Recall_at_25": 0.29208, - "Recall_at_50": 0.36203, - "Recall_at_100": 0.43734, + "recall_at_1": 0.02827, + "recall_at_5": 0.11833, + "recall_at_10": 0.18364, + "recall_at_25": 0.29208, + "recall_at_50": 0.36203, + "recall_at_100": 0.43734, "precision_at_1": 0.1165, "precision_at_5": 0.10097, "precision_at_10": 0.08058, @@ -72,32 +72,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.23777, - "ndcg_at_1": 0.16923, - "ndcg_at_5": 0.21052, - "ndcg_at_10": 0.23777, - "ndcg_at_25": 0.26221, - "ndcg_at_50": 0.28107, - "ndcg_at_100": 0.28816, - "map_at_1": 0.09026, - "map_at_5": 0.16303, - "map_at_10": 0.17663, - "map_at_25": 0.1825, - "map_at_50": 0.18649, - "map_at_100": 0.18722, - "Recall_at_1": 0.09026, - "Recall_at_5": 0.27487, - "Recall_at_10": 0.34795, - "Recall_at_25": 0.44154, - "Recall_at_50": 0.52231, - "Recall_at_100": 0.55821, - "precision_at_1": 0.16923, - "precision_at_5": 0.10154, - "precision_at_10": 0.06308, - "precision_at_25": 0.03077, - "precision_at_50": 0.01846, - "precision_at_100": 0.01, - "mrr": 0.25753 + "main_score": 0.25092, + "ndcg_at_1": 0.17949, + "ndcg_at_5": 0.22319, + "ndcg_at_10": 0.25092, + "ndcg_at_25": 0.27623, + "ndcg_at_50": 0.29748, + "ndcg_at_100": 0.30987, + "map_at_1": 0.1015, + "map_at_5": 0.17437, + "map_at_10": 0.18829, + "map_at_25": 0.19447, + "map_at_50": 0.19896, + "map_at_100": 0.2004, + "recall_at_1": 0.1015, + "recall_at_5": 0.28037, + "recall_at_10": 0.34814, + "recall_at_25": 0.4475, + "recall_at_50": 0.53617, + "recall_at_100": 0.60241, + "precision_at_1": 0.17949, + "precision_at_5": 0.1, + "precision_at_10": 0.06538, + "precision_at_25": 0.03179, + "precision_at_50": 0.01949, + "precision_at_100": 0.0109, + "mrr": 0.27945 }, { "hf_subset": "aops", @@ -117,12 +117,12 @@ "map_at_25": 0.04779, "map_at_50": 0.05016, "map_at_100": 0.0521, - "Recall_at_1": 0.01437, - "Recall_at_5": 0.05454, - "Recall_at_10": 0.08231, - "Recall_at_25": 0.11883, - "Recall_at_50": 0.15755, - "Recall_at_100": 0.22769, + "recall_at_1": 0.01437, + "recall_at_5": 0.05454, + "recall_at_10": 0.08231, + "recall_at_25": 0.11883, + "recall_at_50": 0.15755, + "recall_at_100": 0.22769, "precision_at_1": 0.05405, "precision_at_5": 0.05766, "precision_at_10": 0.04234, @@ -149,12 +149,12 @@ "map_at_25": 0.20964, "map_at_50": 0.21138, "map_at_100": 0.21232, - "Recall_at_1": 0.13281, - "Recall_at_5": 0.24216, - "Recall_at_10": 0.27184, - "Recall_at_25": 0.32062, - "Recall_at_50": 0.36051, - "Recall_at_100": 0.40951, + "recall_at_1": 0.13281, + "recall_at_5": 0.24216, + "recall_at_10": 0.27184, + "recall_at_25": 0.32062, + "recall_at_50": 0.36051, + "recall_at_100": 0.40951, "precision_at_1": 0.23902, "precision_at_5": 0.09951, "precision_at_10": 0.05659, @@ -181,12 +181,12 @@ "map_at_25": 0.07331, "map_at_50": 0.07947, "map_at_100": 0.08342, - "Recall_at_1": 0.02341, - "Recall_at_5": 0.08512, - "Recall_at_10": 0.11927, - "Recall_at_25": 0.21981, - "Recall_at_50": 0.31524, - "Recall_at_100": 0.41511, + "recall_at_1": 0.02341, + "recall_at_5": 0.08512, + "recall_at_10": 0.11927, + "recall_at_25": 0.21981, + "recall_at_50": 0.31524, + "recall_at_100": 0.41511, "precision_at_1": 0.07692, "precision_at_5": 0.05812, "precision_at_10": 0.04615, @@ -213,12 +213,12 @@ "map_at_25": 0.12027, "map_at_50": 0.13011, "map_at_100": 0.13333, - "Recall_at_1": 0.031, - "Recall_at_5": 0.11488, - "Recall_at_10": 0.18313, - "Recall_at_25": 0.34594, - "Recall_at_50": 0.4567, - "Recall_at_100": 0.57554, + "recall_at_1": 0.031, + "recall_at_5": 0.11488, + "recall_at_10": 0.18313, + "recall_at_25": 0.34594, + "recall_at_50": 0.4567, + "recall_at_100": 0.57554, "precision_at_1": 0.14851, "precision_at_5": 0.09505, "precision_at_10": 0.08614, @@ -245,12 +245,12 @@ "map_at_25": 0.01311, "map_at_50": 0.01917, "map_at_100": 0.02627, - "Recall_at_1": 0.00285, - "Recall_at_5": 0.01223, - "Recall_at_10": 0.02433, - "Recall_at_25": 0.06775, - "Recall_at_50": 0.1378, - "Recall_at_100": 0.23835, + "recall_at_1": 0.00285, + "recall_at_5": 0.01223, + "recall_at_10": 0.02433, + "recall_at_25": 0.06775, + "recall_at_50": 0.1378, + "recall_at_100": 0.23835, "precision_at_1": 0.04464, "precision_at_5": 0.04643, "precision_at_10": 0.04911, @@ -277,12 +277,12 @@ "map_at_25": 0.23654, "map_at_50": 0.24131, "map_at_100": 0.24366, - "Recall_at_1": 0.14707, - "Recall_at_5": 0.29202, - "Recall_at_10": 0.34613, - "Recall_at_25": 0.425, - "Recall_at_50": 0.55939, - "Recall_at_100": 0.65023, + "recall_at_1": 0.14707, + "recall_at_5": 0.29202, + "recall_at_10": 0.34613, + "recall_at_25": 0.425, + "recall_at_50": 0.55939, + "recall_at_100": 0.65023, "precision_at_1": 0.26761, "precision_at_5": 0.11549, "precision_at_10": 0.06901, @@ -309,12 +309,12 @@ "map_at_25": 0.14424, "map_at_50": 0.15064, "map_at_100": 0.15504, - "Recall_at_1": 0.06021, - "Recall_at_5": 0.15003, - "Recall_at_10": 0.21975, - "Recall_at_25": 0.32649, - "Recall_at_50": 0.45208, - "Recall_at_100": 0.57702, + "recall_at_1": 0.06021, + "recall_at_5": 0.15003, + "recall_at_10": 0.21975, + "recall_at_25": 0.32649, + "recall_at_50": 0.45208, + "recall_at_100": 0.57702, "precision_at_1": 0.18447, "precision_at_5": 0.1165, "precision_at_10": 0.08932, @@ -341,12 +341,12 @@ "map_at_25": 0.20692, "map_at_50": 0.21364, "map_at_100": 0.21699, - "Recall_at_1": 0.09782, - "Recall_at_5": 0.23713, - "Recall_at_10": 0.29404, - "Recall_at_25": 0.39616, - "Recall_at_50": 0.47324, - "Recall_at_100": 0.54479, + "recall_at_1": 0.09782, + "recall_at_5": 0.23713, + "recall_at_10": 0.29404, + "recall_at_25": 0.39616, + "recall_at_50": 0.47324, + "recall_at_100": 0.54479, "precision_at_1": 0.25, "precision_at_5": 0.14655, "precision_at_10": 0.10172, @@ -373,12 +373,12 @@ "map_at_25": 0.12223, "map_at_50": 0.12599, "map_at_100": 0.12909, - "Recall_at_1": 0.05739, - "Recall_at_5": 0.15441, - "Recall_at_10": 0.18714, - "Recall_at_25": 0.26757, - "Recall_at_50": 0.30896, - "Recall_at_100": 0.37797, + "recall_at_1": 0.05739, + "recall_at_5": 0.15441, + "recall_at_10": 0.18714, + "recall_at_25": 0.26757, + "recall_at_50": 0.30896, + "recall_at_100": 0.37797, "precision_at_1": 0.12871, "precision_at_5": 0.09703, "precision_at_10": 0.07228, @@ -387,6 +387,264 @@ "precision_at_100": 0.02, "mrr": 0.21175 } + ], + "long": [ + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.0608, + "ndcg_at_1": 0.07143, + "ndcg_at_5": 0.04492, + "ndcg_at_10": 0.0608, + "ndcg_at_25": 0.13564, + "ndcg_at_50": 0.23001, + "ndcg_at_100": 0.34532, + "map_at_1": 0.01143, + "map_at_5": 0.01801, + "map_at_10": 0.02328, + "map_at_25": 0.03844, + "map_at_50": 0.0604, + "map_at_100": 0.08742, + "recall_at_1": 0.01143, + "recall_at_5": 0.02954, + "recall_at_10": 0.06985, + "recall_at_25": 0.23539, + "recall_at_50": 0.49943, + "recall_at_100": 0.87918, + "precision_at_1": 0.07143, + "precision_at_5": 0.03929, + "precision_at_10": 0.04643, + "precision_at_25": 0.065, + "precision_at_50": 0.0675, + "precision_at_100": 0.05866, + "mrr": 0.16785 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.39646, + "ndcg_at_1": 0.17822, + "ndcg_at_5": 0.36047, + "ndcg_at_10": 0.39646, + "ndcg_at_25": 0.42653, + "ndcg_at_50": 0.4454, + "ndcg_at_100": 0.45766, + "map_at_1": 0.17327, + "map_at_5": 0.29884, + "map_at_10": 0.31552, + "map_at_25": 0.32316, + "map_at_50": 0.32587, + "map_at_100": 0.32694, + "recall_at_1": 0.17327, + "recall_at_5": 0.5396, + "recall_at_10": 0.64356, + "recall_at_25": 0.76733, + "recall_at_50": 0.86634, + "recall_at_100": 0.94059, + "precision_at_1": 0.17822, + "precision_at_5": 0.11089, + "precision_at_10": 0.06634, + "precision_at_25": 0.03208, + "precision_at_50": 0.01802, + "precision_at_100": 0.0098, + "mrr": 0.33302 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.46001, + "ndcg_at_1": 0.27184, + "ndcg_at_5": 0.3949, + "ndcg_at_10": 0.46001, + "ndcg_at_25": 0.49946, + "ndcg_at_50": 0.50328, + "ndcg_at_100": 0.51538, + "map_at_1": 0.26214, + "map_at_5": 0.35227, + "map_at_10": 0.38082, + "map_at_25": 0.39119, + "map_at_50": 0.39179, + "map_at_100": 0.39294, + "recall_at_1": 0.26214, + "recall_at_5": 0.51294, + "recall_at_10": 0.70874, + "recall_at_25": 0.86893, + "recall_at_50": 0.88835, + "recall_at_100": 0.96117, + "precision_at_1": 0.27184, + "precision_at_5": 0.10874, + "precision_at_10": 0.07573, + "precision_at_25": 0.03689, + "precision_at_50": 0.01883, + "precision_at_100": 0.01019, + "mrr": 0.39951 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.57054, + "ndcg_at_1": 0.37864, + "ndcg_at_5": 0.52997, + "ndcg_at_10": 0.57054, + "ndcg_at_25": 0.60316, + "ndcg_at_50": 0.60805, + "ndcg_at_100": 0.61056, + "map_at_1": 0.29935, + "map_at_5": 0.45891, + "map_at_10": 0.47813, + "map_at_25": 0.48822, + "map_at_50": 0.48906, + "map_at_100": 0.48931, + "recall_at_1": 0.29935, + "recall_at_5": 0.70712, + "recall_at_10": 0.82039, + "recall_at_25": 0.94337, + "recall_at_50": 0.96602, + "recall_at_100": 0.98058, + "precision_at_1": 0.37864, + "precision_at_5": 0.18058, + "precision_at_10": 0.10583, + "precision_at_25": 0.04854, + "precision_at_50": 0.02505, + "precision_at_100": 0.01272, + "mrr": 0.52117 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.61645, + "ndcg_at_1": 0.49138, + "ndcg_at_5": 0.56353, + "ndcg_at_10": 0.61645, + "ndcg_at_25": 0.6422, + "ndcg_at_50": 0.6556, + "ndcg_at_100": 0.66097, + "map_at_1": 0.36279, + "map_at_5": 0.4995, + "map_at_10": 0.52855, + "map_at_25": 0.53858, + "map_at_50": 0.54129, + "map_at_100": 0.54196, + "recall_at_1": 0.36279, + "recall_at_5": 0.64871, + "recall_at_10": 0.78448, + "recall_at_25": 0.86782, + "recall_at_50": 0.92816, + "recall_at_100": 0.9569, + "precision_at_1": 0.49138, + "precision_at_5": 0.1931, + "precision_at_10": 0.12069, + "precision_at_25": 0.05517, + "precision_at_50": 0.02948, + "precision_at_100": 0.01526, + "mrr": 0.62038 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.64646, + "ndcg_at_1": 0.50495, + "ndcg_at_5": 0.6164, + "ndcg_at_10": 0.64646, + "ndcg_at_25": 0.66104, + "ndcg_at_50": 0.66986, + "ndcg_at_100": 0.67448, + "map_at_1": 0.46733, + "map_at_5": 0.56799, + "map_at_10": 0.58149, + "map_at_25": 0.58659, + "map_at_50": 0.58801, + "map_at_100": 0.58839, + "recall_at_1": 0.46733, + "recall_at_5": 0.74455, + "recall_at_10": 0.83267, + "recall_at_25": 0.88614, + "recall_at_50": 0.93069, + "recall_at_100": 0.9571, + "precision_at_1": 0.50495, + "precision_at_5": 0.16436, + "precision_at_10": 0.09307, + "precision_at_25": 0.04, + "precision_at_50": 0.02099, + "precision_at_100": 0.01089, + "mrr": 0.60558 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.5481, + "ndcg_at_1": 0.37037, + "ndcg_at_5": 0.51388, + "ndcg_at_10": 0.5481, + "ndcg_at_25": 0.57333, + "ndcg_at_50": 0.58199, + "ndcg_at_100": 0.58862, + "map_at_1": 0.32207, + "map_at_5": 0.45089, + "map_at_10": 0.46656, + "map_at_25": 0.47414, + "map_at_50": 0.47562, + "map_at_100": 0.47647, + "recall_at_1": 0.32207, + "recall_at_5": 0.66373, + "recall_at_10": 0.76512, + "recall_at_25": 0.8608, + "recall_at_50": 0.90432, + "recall_at_100": 0.93981, + "precision_at_1": 0.37037, + "precision_at_5": 0.1537, + "precision_at_10": 0.08889, + "precision_at_25": 0.04074, + "precision_at_50": 0.02148, + "precision_at_100": 0.0113, + "mrr": 0.51162 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.39207, + "ndcg_at_1": 0.16239, + "ndcg_at_5": 0.34474, + "ndcg_at_10": 0.39207, + "ndcg_at_25": 0.42706, + "ndcg_at_50": 0.44143, + "ndcg_at_100": 0.44937, + "map_at_1": 0.1453, + "map_at_5": 0.27927, + "map_at_10": 0.30085, + "map_at_25": 0.31092, + "map_at_50": 0.31297, + "map_at_100": 0.3137, + "recall_at_1": 0.1453, + "recall_at_5": 0.53419, + "recall_at_10": 0.67521, + "recall_at_25": 0.81197, + "recall_at_50": 0.88462, + "recall_at_100": 0.93162, + "precision_at_1": 0.16239, + "precision_at_5": 0.11795, + "precision_at_10": 0.07436, + "precision_at_25": 0.03556, + "precision_at_50": 0.01949, + "precision_at_100": 0.01026, + "mrr": 0.31792 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/google-gecko.text-embedding-preview-0409/no_revision_available/BrightRetrieval.json b/results/google-gecko.text-embedding-preview-0409/no_revision_available/BrightRetrieval.json index 2baf218c..0f58f885 100644 --- a/results/google-gecko.text-embedding-preview-0409/no_revision_available/BrightRetrieval.json +++ b/results/google-gecko.text-embedding-preview-0409/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.29336, "map_at_50": 0.29688, "map_at_100": 0.30006, - "Recall_at_1": 0.16384, - "Recall_at_5": 0.31434, - "Recall_at_10": 0.36874, - "Recall_at_25": 0.48336, - "Recall_at_50": 0.51735, - "Recall_at_100": 0.58732, + "recall_at_1": 0.16384, + "recall_at_5": 0.31434, + "recall_at_10": 0.36874, + "recall_at_25": 0.48336, + "recall_at_50": 0.51735, + "recall_at_100": 0.58732, "precision_at_1": 0.35345, "precision_at_5": 0.18276, "precision_at_10": 0.12241, @@ -53,12 +53,12 @@ "map_at_25": 0.25662, "map_at_50": 0.25975, "map_at_100": 0.26138, - "Recall_at_1": 0.16878, - "Recall_at_5": 0.27958, - "Recall_at_10": 0.33462, - "Recall_at_25": 0.45458, - "Recall_at_50": 0.53521, - "Recall_at_100": 0.62523, + "recall_at_1": 0.16878, + "recall_at_5": 0.27958, + "recall_at_10": 0.33462, + "recall_at_25": 0.45458, + "recall_at_50": 0.53521, + "recall_at_100": 0.62523, "precision_at_1": 0.30986, "precision_at_5": 0.1169, "precision_at_10": 0.06901, @@ -85,12 +85,12 @@ "map_at_25": 0.18931, "map_at_50": 0.19134, "map_at_100": 0.19265, - "Recall_at_1": 0.13159, - "Recall_at_5": 0.20736, - "Recall_at_10": 0.23988, - "Recall_at_25": 0.27769, - "Recall_at_50": 0.33053, - "Recall_at_100": 0.40619, + "recall_at_1": 0.13159, + "recall_at_5": 0.20736, + "recall_at_10": 0.23988, + "recall_at_25": 0.27769, + "recall_at_50": 0.33053, + "recall_at_100": 0.40619, "precision_at_1": 0.20976, "precision_at_5": 0.08098, "precision_at_10": 0.0478, @@ -117,12 +117,12 @@ "map_at_25": 0.06556, "map_at_50": 0.06887, "map_at_100": 0.07173, - "Recall_at_1": 0.02124, - "Recall_at_5": 0.07625, - "Recall_at_10": 0.10371, - "Recall_at_25": 0.15541, - "Recall_at_50": 0.22657, - "Recall_at_100": 0.31505, + "recall_at_1": 0.02124, + "recall_at_5": 0.07625, + "recall_at_10": 0.10371, + "recall_at_25": 0.15541, + "recall_at_50": 0.22657, + "recall_at_100": 0.31505, "precision_at_1": 0.10811, "precision_at_5": 0.07748, "precision_at_10": 0.04955, @@ -149,12 +149,12 @@ "map_at_25": 0.12536, "map_at_50": 0.13227, "map_at_100": 0.13785, - "Recall_at_1": 0.04178, - "Recall_at_5": 0.16961, - "Recall_at_10": 0.23722, - "Recall_at_25": 0.34627, - "Recall_at_50": 0.44453, - "Recall_at_100": 0.58963, + "recall_at_1": 0.04178, + "recall_at_5": 0.16961, + "recall_at_10": 0.23722, + "recall_at_25": 0.34627, + "recall_at_50": 0.44453, + "recall_at_100": 0.58963, "precision_at_1": 0.11111, "precision_at_5": 0.09815, "precision_at_10": 0.0787, @@ -181,12 +181,12 @@ "map_at_25": 0.00929, "map_at_50": 0.01141, "map_at_100": 0.01336, - "Recall_at_1": 0.00199, - "Recall_at_5": 0.01028, - "Recall_at_10": 0.01856, - "Recall_at_25": 0.0562, - "Recall_at_50": 0.09631, - "Recall_at_100": 0.13879, + "recall_at_1": 0.00199, + "recall_at_5": 0.01028, + "recall_at_10": 0.01856, + "recall_at_25": 0.0562, + "recall_at_50": 0.09631, + "recall_at_100": 0.13879, "precision_at_1": 0.03571, "precision_at_5": 0.0375, "precision_at_10": 0.03571, @@ -200,32 +200,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.16767, - "ndcg_at_1": 0.10769, - "ndcg_at_5": 0.13881, - "ndcg_at_10": 0.16767, - "ndcg_at_25": 0.19906, - "ndcg_at_50": 0.21674, - "ndcg_at_100": 0.22683, - "map_at_1": 0.06667, - "map_at_5": 0.11449, - "map_at_10": 0.12887, - "map_at_25": 0.13899, - "map_at_50": 0.14169, - "map_at_100": 0.14264, - "Recall_at_1": 0.06667, - "Recall_at_5": 0.17692, - "Recall_at_10": 0.25513, - "Recall_at_25": 0.3641, - "Recall_at_50": 0.44359, - "Recall_at_100": 0.49487, - "precision_at_1": 0.10769, - "precision_at_5": 0.06154, - "precision_at_10": 0.04308, - "precision_at_25": 0.024, - "precision_at_50": 0.01477, - "precision_at_100": 0.00846, - "mrr": 0.16905 + "main_score": 0.14306, + "ndcg_at_1": 0.08974, + "ndcg_at_5": 0.11473, + "ndcg_at_10": 0.14306, + "ndcg_at_25": 0.17857, + "ndcg_at_50": 0.19014, + "ndcg_at_100": 0.20203, + "map_at_1": 0.03953, + "map_at_5": 0.08704, + "map_at_10": 0.10016, + "map_at_25": 0.10972, + "map_at_50": 0.11146, + "map_at_100": 0.11278, + "recall_at_1": 0.03953, + "recall_at_5": 0.1453, + "recall_at_10": 0.22115, + "recall_at_25": 0.35577, + "recall_at_50": 0.40675, + "recall_at_100": 0.46627, + "precision_at_1": 0.08974, + "precision_at_5": 0.05897, + "precision_at_10": 0.04231, + "precision_at_25": 0.0241, + "precision_at_50": 0.0141, + "precision_at_100": 0.00833, + "mrr": 0.16287 }, { "hf_subset": "stackoverflow", @@ -245,12 +245,12 @@ "map_at_25": 0.12377, "map_at_50": 0.13253, "map_at_100": 0.13803, - "Recall_at_1": 0.04521, - "Recall_at_5": 0.15675, - "Recall_at_10": 0.2159, - "Recall_at_25": 0.28102, - "Recall_at_50": 0.41207, - "Recall_at_100": 0.50347, + "recall_at_1": 0.04521, + "recall_at_5": 0.15675, + "recall_at_10": 0.2159, + "recall_at_25": 0.28102, + "recall_at_50": 0.41207, + "recall_at_100": 0.50347, "precision_at_1": 0.1453, "precision_at_5": 0.11453, "precision_at_10": 0.08291, @@ -277,12 +277,12 @@ "map_at_25": 0.18522, "map_at_50": 0.19154, "map_at_100": 0.19596, - "Recall_at_1": 0.06187, - "Recall_at_5": 0.19906, - "Recall_at_10": 0.26136, - "Recall_at_25": 0.41093, - "Recall_at_50": 0.50001, - "Recall_at_100": 0.62104, + "recall_at_1": 0.06187, + "recall_at_5": 0.19906, + "recall_at_10": 0.26136, + "recall_at_25": 0.41093, + "recall_at_50": 0.50001, + "recall_at_100": 0.62104, "precision_at_1": 0.2233, "precision_at_5": 0.14951, "precision_at_10": 0.10291, @@ -309,12 +309,12 @@ "map_at_25": 0.12805, "map_at_50": 0.13209, "map_at_100": 0.13469, - "Recall_at_1": 0.07551, - "Recall_at_5": 0.14454, - "Recall_at_10": 0.17738, - "Recall_at_25": 0.26268, - "Recall_at_50": 0.33225, - "Recall_at_100": 0.40559, + "recall_at_1": 0.07551, + "recall_at_5": 0.14454, + "recall_at_10": 0.17738, + "recall_at_25": 0.26268, + "recall_at_50": 0.33225, + "recall_at_100": 0.40559, "precision_at_1": 0.13861, "precision_at_5": 0.07921, "precision_at_10": 0.05644, @@ -341,12 +341,12 @@ "map_at_25": 0.13936, "map_at_50": 0.14826, "map_at_100": 0.15488, - "Recall_at_1": 0.06385, - "Recall_at_5": 0.16165, - "Recall_at_10": 0.20624, - "Recall_at_25": 0.31451, - "Recall_at_50": 0.4032, - "Recall_at_100": 0.50804, + "recall_at_1": 0.06385, + "recall_at_5": 0.16165, + "recall_at_10": 0.20624, + "recall_at_25": 0.31451, + "recall_at_50": 0.4032, + "recall_at_100": 0.50804, "precision_at_1": 0.18447, "precision_at_5": 0.11456, "precision_at_10": 0.08932, @@ -373,12 +373,12 @@ "map_at_25": 0.22599, "map_at_50": 0.23244, "map_at_100": 0.23709, - "Recall_at_1": 0.12191, - "Recall_at_5": 0.23612, - "Recall_at_10": 0.31401, - "Recall_at_25": 0.44192, - "Recall_at_50": 0.52868, - "Recall_at_100": 0.65694, + "recall_at_1": 0.12191, + "recall_at_5": 0.23612, + "recall_at_10": 0.31401, + "recall_at_25": 0.44192, + "recall_at_50": 0.52868, + "recall_at_100": 0.65694, "precision_at_1": 0.26733, "precision_at_5": 0.1505, "precision_at_10": 0.11386, @@ -387,6 +387,264 @@ "precision_at_100": 0.02743, "mrr": 0.3276 } + ], + "long": [ + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.40738, + "ndcg_at_1": 0.23301, + "ndcg_at_5": 0.35441, + "ndcg_at_10": 0.40738, + "ndcg_at_25": 0.43159, + "ndcg_at_50": 0.44847, + "ndcg_at_100": 0.4641, + "map_at_1": 0.21845, + "map_at_5": 0.30561, + "map_at_10": 0.32869, + "map_at_25": 0.3352, + "map_at_50": 0.33771, + "map_at_100": 0.33922, + "recall_at_1": 0.21845, + "recall_at_5": 0.49191, + "recall_at_10": 0.65049, + "recall_at_25": 0.74757, + "recall_at_50": 0.83495, + "recall_at_100": 0.92718, + "precision_at_1": 0.23301, + "precision_at_5": 0.10485, + "precision_at_10": 0.06893, + "precision_at_25": 0.03146, + "precision_at_50": 0.01748, + "precision_at_100": 0.00981, + "mrr": 0.35026 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.40752, + "ndcg_at_1": 0.20513, + "ndcg_at_5": 0.36518, + "ndcg_at_10": 0.40752, + "ndcg_at_25": 0.45471, + "ndcg_at_50": 0.46008, + "ndcg_at_100": 0.46669, + "map_at_1": 0.19231, + "map_at_5": 0.30442, + "map_at_10": 0.32308, + "map_at_25": 0.33615, + "map_at_50": 0.33713, + "map_at_100": 0.33776, + "recall_at_1": 0.19231, + "recall_at_5": 0.53846, + "recall_at_10": 0.66667, + "recall_at_25": 0.8547, + "recall_at_50": 0.88034, + "recall_at_100": 0.9188, + "precision_at_1": 0.20513, + "precision_at_5": 0.11795, + "precision_at_10": 0.0735, + "precision_at_25": 0.03761, + "precision_at_50": 0.01949, + "precision_at_100": 0.01017, + "mrr": 0.34469 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.06282, + "ndcg_at_1": 0.01786, + "ndcg_at_5": 0.03794, + "ndcg_at_10": 0.06282, + "ndcg_at_25": 0.12986, + "ndcg_at_50": 0.20619, + "ndcg_at_100": 0.2875, + "map_at_1": 0.0029, + "map_at_5": 0.01157, + "map_at_10": 0.01979, + "map_at_25": 0.03656, + "map_at_50": 0.05342, + "map_at_100": 0.06927, + "recall_at_1": 0.0029, + "recall_at_5": 0.03448, + "recall_at_10": 0.08693, + "recall_at_25": 0.23886, + "recall_at_50": 0.45319, + "recall_at_100": 0.71873, + "precision_at_1": 0.01786, + "precision_at_5": 0.04464, + "precision_at_10": 0.05714, + "precision_at_25": 0.06179, + "precision_at_50": 0.05875, + "precision_at_100": 0.0475, + "mrr": 0.1343 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.63739, + "ndcg_at_1": 0.5, + "ndcg_at_5": 0.58888, + "ndcg_at_10": 0.63739, + "ndcg_at_25": 0.65864, + "ndcg_at_50": 0.666, + "ndcg_at_100": 0.67065, + "map_at_1": 0.38003, + "map_at_5": 0.52123, + "map_at_10": 0.54864, + "map_at_25": 0.55673, + "map_at_50": 0.55836, + "map_at_100": 0.559, + "recall_at_1": 0.38003, + "recall_at_5": 0.68894, + "recall_at_10": 0.81106, + "recall_at_25": 0.88362, + "recall_at_50": 0.91667, + "recall_at_100": 0.94109, + "precision_at_1": 0.5, + "precision_at_5": 0.20345, + "precision_at_10": 0.12586, + "precision_at_25": 0.05621, + "precision_at_50": 0.02914, + "precision_at_100": 0.015, + "mrr": 0.63036 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.49555, + "ndcg_at_1": 0.27778, + "ndcg_at_5": 0.4635, + "ndcg_at_10": 0.49555, + "ndcg_at_25": 0.5151, + "ndcg_at_50": 0.53621, + "ndcg_at_100": 0.54304, + "map_at_1": 0.25648, + "map_at_5": 0.39695, + "map_at_10": 0.41111, + "map_at_25": 0.418, + "map_at_50": 0.42173, + "map_at_100": 0.42235, + "recall_at_1": 0.25648, + "recall_at_5": 0.63519, + "recall_at_10": 0.72623, + "recall_at_25": 0.79753, + "recall_at_50": 0.89969, + "recall_at_100": 0.94136, + "precision_at_1": 0.27778, + "precision_at_5": 0.14444, + "precision_at_10": 0.08426, + "precision_at_25": 0.03778, + "precision_at_50": 0.02148, + "precision_at_100": 0.0112, + "mrr": 0.4425 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.31856, + "ndcg_at_1": 0.12871, + "ndcg_at_5": 0.28356, + "ndcg_at_10": 0.31856, + "ndcg_at_25": 0.354, + "ndcg_at_50": 0.37564, + "ndcg_at_100": 0.38779, + "map_at_1": 0.12871, + "map_at_5": 0.23383, + "map_at_10": 0.24941, + "map_at_25": 0.25809, + "map_at_50": 0.26145, + "map_at_100": 0.26256, + "recall_at_1": 0.12871, + "recall_at_5": 0.42574, + "recall_at_10": 0.5297, + "recall_at_25": 0.67822, + "recall_at_50": 0.78713, + "recall_at_100": 0.86139, + "precision_at_1": 0.12871, + "precision_at_5": 0.08911, + "precision_at_10": 0.05545, + "precision_at_25": 0.02812, + "precision_at_50": 0.01644, + "precision_at_100": 0.00901, + "mrr": 0.269 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.51653, + "ndcg_at_1": 0.32673, + "ndcg_at_5": 0.47378, + "ndcg_at_10": 0.51653, + "ndcg_at_25": 0.54522, + "ndcg_at_50": 0.56043, + "ndcg_at_100": 0.5637, + "map_at_1": 0.30693, + "map_at_5": 0.43045, + "map_at_10": 0.44918, + "map_at_25": 0.45725, + "map_at_50": 0.45948, + "map_at_100": 0.45978, + "recall_at_1": 0.30693, + "recall_at_5": 0.59109, + "recall_at_10": 0.7198, + "recall_at_25": 0.83036, + "recall_at_50": 0.90957, + "recall_at_100": 0.92937, + "precision_at_1": 0.32673, + "precision_at_5": 0.13267, + "precision_at_10": 0.0802, + "precision_at_25": 0.03723, + "precision_at_50": 0.0202, + "precision_at_100": 0.0103, + "mrr": 0.46674 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.60481, + "ndcg_at_1": 0.38835, + "ndcg_at_5": 0.55247, + "ndcg_at_10": 0.60481, + "ndcg_at_25": 0.62217, + "ndcg_at_50": 0.62994, + "ndcg_at_100": 0.63085, + "map_at_1": 0.30906, + "map_at_5": 0.47973, + "map_at_10": 0.50589, + "map_at_25": 0.51144, + "map_at_50": 0.51286, + "map_at_100": 0.51296, + "recall_at_1": 0.30906, + "recall_at_5": 0.72573, + "recall_at_10": 0.87379, + "recall_at_25": 0.93851, + "recall_at_50": 0.97573, + "recall_at_100": 0.98058, + "precision_at_1": 0.38835, + "precision_at_5": 0.18447, + "precision_at_10": 0.11262, + "precision_at_25": 0.04854, + "precision_at_50": 0.02524, + "precision_at_100": 0.01272, + "mrr": 0.54611 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/gte-Qwen1.5-7B-instruct/no_revision_available/BrightRetrieval.json b/results/gte-Qwen1.5-7B-instruct/no_revision_available/BrightRetrieval.json index e6348cd8..3fcfcbd1 100644 --- a/results/gte-Qwen1.5-7B-instruct/no_revision_available/BrightRetrieval.json +++ b/results/gte-Qwen1.5-7B-instruct/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.14803, "map_at_50": 0.15634, "map_at_100": 0.16456, - "Recall_at_1": 0.0485, - "Recall_at_5": 0.16386, - "Recall_at_10": 0.22449, - "Recall_at_25": 0.37581, - "Recall_at_50": 0.45661, - "Recall_at_100": 0.60402, + "recall_at_1": 0.0485, + "recall_at_5": 0.16386, + "recall_at_10": 0.22449, + "recall_at_25": 0.37581, + "recall_at_50": 0.45661, + "recall_at_100": 0.60402, "precision_at_1": 0.17094, "precision_at_5": 0.13846, "precision_at_10": 0.10085, @@ -53,12 +53,12 @@ "map_at_25": 0.29655, "map_at_50": 0.30304, "map_at_100": 0.30742, - "Recall_at_1": 0.12721, - "Recall_at_5": 0.33101, - "Recall_at_10": 0.40568, - "Recall_at_25": 0.49541, - "Recall_at_50": 0.55413, - "Recall_at_100": 0.65965, + "recall_at_1": 0.12721, + "recall_at_5": 0.33101, + "recall_at_10": 0.40568, + "recall_at_25": 0.49541, + "recall_at_50": 0.55413, + "recall_at_100": 0.65965, "precision_at_1": 0.35345, "precision_at_5": 0.21207, "precision_at_10": 0.14138, @@ -85,12 +85,12 @@ "map_at_25": 0.20446, "map_at_50": 0.20767, "map_at_100": 0.20925, - "Recall_at_1": 0.13239, - "Recall_at_5": 0.2473, - "Recall_at_10": 0.32077, - "Recall_at_25": 0.44636, - "Recall_at_50": 0.5338, - "Recall_at_100": 0.61068, + "recall_at_1": 0.13239, + "recall_at_5": 0.2473, + "recall_at_10": 0.32077, + "recall_at_25": 0.44636, + "recall_at_50": 0.5338, + "recall_at_100": 0.61068, "precision_at_1": 0.23944, "precision_at_5": 0.09859, "precision_at_10": 0.06268, @@ -117,12 +117,12 @@ "map_at_25": 0.23779, "map_at_50": 0.23961, "map_at_100": 0.24067, - "Recall_at_1": 0.15732, - "Recall_at_5": 0.26005, - "Recall_at_10": 0.30045, - "Recall_at_25": 0.36875, - "Recall_at_50": 0.41538, - "Recall_at_100": 0.46271, + "recall_at_1": 0.15732, + "recall_at_5": 0.26005, + "recall_at_10": 0.30045, + "recall_at_25": 0.36875, + "recall_at_50": 0.41538, + "recall_at_100": 0.46271, "precision_at_1": 0.27317, "precision_at_5": 0.10439, "precision_at_10": 0.06195, @@ -149,12 +149,12 @@ "map_at_25": 0.13145, "map_at_50": 0.14327, "map_at_100": 0.15049, - "Recall_at_1": 0.05662, - "Recall_at_5": 0.13953, - "Recall_at_10": 0.18495, - "Recall_at_25": 0.31138, - "Recall_at_50": 0.39798, - "Recall_at_100": 0.49958, + "recall_at_1": 0.05662, + "recall_at_5": 0.13953, + "recall_at_10": 0.18495, + "recall_at_25": 0.31138, + "recall_at_50": 0.39798, + "recall_at_100": 0.49958, "precision_at_1": 0.17476, "precision_at_5": 0.10874, "precision_at_10": 0.08155, @@ -181,12 +181,12 @@ "map_at_25": 0.09852, "map_at_50": 0.10236, "map_at_100": 0.10505, - "Recall_at_1": 0.05029, - "Recall_at_5": 0.09958, - "Recall_at_10": 0.14453, - "Recall_at_25": 0.24435, - "Recall_at_50": 0.31044, - "Recall_at_100": 0.385, + "recall_at_1": 0.05029, + "recall_at_5": 0.09958, + "recall_at_10": 0.14453, + "recall_at_25": 0.24435, + "recall_at_50": 0.31044, + "recall_at_100": 0.385, "precision_at_1": 0.12871, "precision_at_5": 0.07723, "precision_at_10": 0.05842, @@ -213,12 +213,12 @@ "map_at_25": 0.02605, "map_at_50": 0.03271, "map_at_100": 0.04039, - "Recall_at_1": 0.00429, - "Recall_at_5": 0.02365, - "Recall_at_10": 0.04638, - "Recall_at_25": 0.10117, - "Recall_at_50": 0.17967, - "Recall_at_100": 0.27714, + "recall_at_1": 0.00429, + "recall_at_5": 0.02365, + "recall_at_10": 0.04638, + "recall_at_25": 0.10117, + "recall_at_50": 0.17967, + "recall_at_100": 0.27714, "precision_at_1": 0.08929, "precision_at_5": 0.1, "precision_at_10": 0.09732, @@ -245,12 +245,12 @@ "map_at_25": 0.10384, "map_at_50": 0.10768, "map_at_100": 0.11099, - "Recall_at_1": 0.03899, - "Recall_at_5": 0.11165, - "Recall_at_10": 0.14768, - "Recall_at_25": 0.23096, - "Recall_at_50": 0.29955, - "Recall_at_100": 0.38846, + "recall_at_1": 0.03899, + "recall_at_5": 0.11165, + "recall_at_10": 0.14768, + "recall_at_25": 0.23096, + "recall_at_50": 0.29955, + "recall_at_100": 0.38846, "precision_at_1": 0.18018, "precision_at_5": 0.10991, "precision_at_10": 0.07117, @@ -277,12 +277,12 @@ "map_at_25": 0.18885, "map_at_50": 0.19492, "map_at_100": 0.19847, - "Recall_at_1": 0.09625, - "Recall_at_5": 0.18183, - "Recall_at_10": 0.29486, - "Recall_at_25": 0.40386, - "Recall_at_50": 0.49155, - "Recall_at_100": 0.56043, + "recall_at_1": 0.09625, + "recall_at_5": 0.18183, + "recall_at_10": 0.29486, + "recall_at_25": 0.40386, + "recall_at_50": 0.49155, + "recall_at_100": 0.56043, "precision_at_1": 0.21782, "precision_at_5": 0.13069, "precision_at_10": 0.11188, @@ -296,32 +296,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.26658, - "ndcg_at_1": 0.15385, - "ndcg_at_5": 0.24535, - "ndcg_at_10": 0.26658, - "ndcg_at_25": 0.30136, - "ndcg_at_50": 0.32057, - "ndcg_at_100": 0.33341, - "map_at_1": 0.08462, - "map_at_5": 0.20402, - "map_at_10": 0.21451, - "map_at_25": 0.22405, - "map_at_50": 0.22794, - "map_at_100": 0.22897, - "Recall_at_1": 0.08462, - "Recall_at_5": 0.31026, - "Recall_at_10": 0.36667, - "Recall_at_25": 0.49872, - "Recall_at_50": 0.57949, - "Recall_at_100": 0.64538, - "precision_at_1": 0.15385, - "precision_at_5": 0.11385, - "precision_at_10": 0.06769, - "precision_at_25": 0.03508, - "precision_at_50": 0.02092, - "precision_at_100": 0.01185, - "mrr": 0.26885 + "main_score": 0.30795, + "ndcg_at_1": 0.20513, + "ndcg_at_5": 0.28933, + "ndcg_at_10": 0.30795, + "ndcg_at_25": 0.34109, + "ndcg_at_50": 0.36478, + "ndcg_at_100": 0.37561, + "map_at_1": 0.13034, + "map_at_5": 0.24512, + "map_at_10": 0.25559, + "map_at_25": 0.26476, + "map_at_50": 0.26881, + "map_at_100": 0.26988, + "recall_at_1": 0.13034, + "recall_at_5": 0.34341, + "recall_at_10": 0.39408, + "recall_at_25": 0.5148, + "recall_at_50": 0.61951, + "recall_at_100": 0.67827, + "precision_at_1": 0.20513, + "precision_at_5": 0.12564, + "precision_at_10": 0.07308, + "precision_at_25": 0.03795, + "precision_at_50": 0.02308, + "precision_at_100": 0.01256, + "mrr": 0.3249 }, { "hf_subset": "biology", @@ -341,12 +341,12 @@ "map_at_25": 0.23344, "map_at_50": 0.23902, "map_at_100": 0.24379, - "Recall_at_1": 0.08264, - "Recall_at_5": 0.25776, - "Recall_at_10": 0.38186, - "Recall_at_25": 0.46981, - "Recall_at_50": 0.55373, - "Recall_at_100": 0.67637, + "recall_at_1": 0.08264, + "recall_at_5": 0.25776, + "recall_at_10": 0.38186, + "recall_at_25": 0.46981, + "recall_at_50": 0.55373, + "recall_at_100": 0.67637, "precision_at_1": 0.27184, "precision_at_5": 0.18058, "precision_at_10": 0.13495, @@ -373,12 +373,12 @@ "map_at_25": 0.11671, "map_at_50": 0.12223, "map_at_100": 0.12573, - "Recall_at_1": 0.059, - "Recall_at_5": 0.11778, - "Recall_at_10": 0.17409, - "Recall_at_25": 0.23787, - "Recall_at_50": 0.3117, - "Recall_at_100": 0.41589, + "recall_at_1": 0.059, + "recall_at_5": 0.11778, + "recall_at_10": 0.17409, + "recall_at_25": 0.23787, + "recall_at_50": 0.3117, + "recall_at_100": 0.41589, "precision_at_1": 0.12963, "precision_at_5": 0.07963, "precision_at_10": 0.06111, @@ -387,6 +387,264 @@ "precision_at_100": 0.01852, "mrr": 0.20343 } + ], + "long": [ + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.44747, + "ndcg_at_1": 0.26214, + "ndcg_at_5": 0.38408, + "ndcg_at_10": 0.44747, + "ndcg_at_25": 0.48089, + "ndcg_at_50": 0.49619, + "ndcg_at_100": 0.50648, + "map_at_1": 0.25728, + "map_at_5": 0.34631, + "map_at_10": 0.3745, + "map_at_25": 0.38315, + "map_at_50": 0.38554, + "map_at_100": 0.38644, + "recall_at_1": 0.25728, + "recall_at_5": 0.49353, + "recall_at_10": 0.67961, + "recall_at_25": 0.81553, + "recall_at_50": 0.8932, + "recall_at_100": 0.95631, + "precision_at_1": 0.26214, + "precision_at_5": 0.10291, + "precision_at_10": 0.07184, + "precision_at_25": 0.03456, + "precision_at_50": 0.01883, + "precision_at_100": 0.0101, + "mrr": 0.38777 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.13282, + "ndcg_at_1": 0.08036, + "ndcg_at_5": 0.10574, + "ndcg_at_10": 0.13282, + "ndcg_at_25": 0.21204, + "ndcg_at_50": 0.31312, + "ndcg_at_100": 0.38164, + "map_at_1": 0.01316, + "map_at_5": 0.03945, + "map_at_10": 0.05303, + "map_at_25": 0.07721, + "map_at_50": 0.10584, + "map_at_100": 0.12217, + "recall_at_1": 0.01316, + "recall_at_5": 0.08591, + "recall_at_10": 0.15634, + "recall_at_25": 0.33459, + "recall_at_50": 0.61535, + "recall_at_100": 0.83707, + "precision_at_1": 0.08036, + "precision_at_5": 0.10893, + "precision_at_10": 0.10179, + "precision_at_25": 0.08714, + "precision_at_50": 0.08089, + "precision_at_100": 0.05598, + "mrr": 0.27014 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.42348, + "ndcg_at_1": 0.21782, + "ndcg_at_5": 0.35573, + "ndcg_at_10": 0.42348, + "ndcg_at_25": 0.44022, + "ndcg_at_50": 0.46099, + "ndcg_at_100": 0.46839, + "map_at_1": 0.21287, + "map_at_5": 0.31403, + "map_at_10": 0.34227, + "map_at_25": 0.34717, + "map_at_50": 0.35054, + "map_at_100": 0.35118, + "recall_at_1": 0.21287, + "recall_at_5": 0.4703, + "recall_at_10": 0.67822, + "recall_at_25": 0.74257, + "recall_at_50": 0.84653, + "recall_at_100": 0.89109, + "precision_at_1": 0.21782, + "precision_at_5": 0.09703, + "precision_at_10": 0.06931, + "precision_at_25": 0.0305, + "precision_at_50": 0.01743, + "precision_at_100": 0.00921, + "mrr": 0.36085 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.66618, + "ndcg_at_1": 0.48544, + "ndcg_at_5": 0.6357, + "ndcg_at_10": 0.66618, + "ndcg_at_25": 0.68213, + "ndcg_at_50": 0.68734, + "ndcg_at_100": 0.6899, + "map_at_1": 0.39239, + "map_at_5": 0.56477, + "map_at_10": 0.57945, + "map_at_25": 0.58486, + "map_at_50": 0.58586, + "map_at_100": 0.58617, + "recall_at_1": 0.39239, + "recall_at_5": 0.79773, + "recall_at_10": 0.88188, + "recall_at_25": 0.94175, + "recall_at_50": 0.96602, + "recall_at_100": 0.98058, + "precision_at_1": 0.48544, + "precision_at_5": 0.2, + "precision_at_10": 0.11359, + "precision_at_25": 0.04893, + "precision_at_50": 0.02505, + "precision_at_100": 0.01272, + "mrr": 0.6304 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.60646, + "ndcg_at_1": 0.5, + "ndcg_at_5": 0.56126, + "ndcg_at_10": 0.60646, + "ndcg_at_25": 0.63892, + "ndcg_at_50": 0.64731, + "ndcg_at_100": 0.65442, + "map_at_1": 0.36135, + "map_at_5": 0.49552, + "map_at_10": 0.51871, + "map_at_25": 0.53109, + "map_at_50": 0.53315, + "map_at_100": 0.53402, + "recall_at_1": 0.36135, + "recall_at_5": 0.6444, + "recall_at_10": 0.7658, + "recall_at_25": 0.87284, + "recall_at_50": 0.90805, + "recall_at_100": 0.94684, + "precision_at_1": 0.5, + "precision_at_5": 0.1931, + "precision_at_10": 0.11724, + "precision_at_25": 0.05552, + "precision_at_50": 0.02914, + "precision_at_100": 0.01517, + "mrr": 0.62507 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.48449, + "ndcg_at_1": 0.26496, + "ndcg_at_5": 0.43119, + "ndcg_at_10": 0.48449, + "ndcg_at_25": 0.50713, + "ndcg_at_50": 0.51805, + "ndcg_at_100": 0.51941, + "map_at_1": 0.23504, + "map_at_5": 0.36332, + "map_at_10": 0.38644, + "map_at_25": 0.39246, + "map_at_50": 0.3942, + "map_at_100": 0.39431, + "recall_at_1": 0.23504, + "recall_at_5": 0.62393, + "recall_at_10": 0.78632, + "recall_at_25": 0.87607, + "recall_at_50": 0.93162, + "recall_at_100": 0.94017, + "precision_at_1": 0.26496, + "precision_at_5": 0.14017, + "precision_at_10": 0.08718, + "precision_at_25": 0.03863, + "precision_at_50": 0.02051, + "precision_at_100": 0.01034, + "mrr": 0.40719 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.64575, + "ndcg_at_1": 0.45545, + "ndcg_at_5": 0.61214, + "ndcg_at_10": 0.64575, + "ndcg_at_25": 0.662, + "ndcg_at_50": 0.66801, + "ndcg_at_100": 0.67298, + "map_at_1": 0.42277, + "map_at_5": 0.55553, + "map_at_10": 0.57135, + "map_at_25": 0.57675, + "map_at_50": 0.57775, + "map_at_100": 0.57824, + "recall_at_1": 0.42277, + "recall_at_5": 0.76139, + "recall_at_10": 0.85776, + "recall_at_25": 0.91749, + "recall_at_50": 0.94719, + "recall_at_100": 0.9769, + "precision_at_1": 0.45545, + "precision_at_5": 0.16832, + "precision_at_10": 0.09703, + "precision_at_25": 0.04198, + "precision_at_50": 0.02158, + "precision_at_100": 0.01109, + "mrr": 0.59254 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.52855, + "ndcg_at_1": 0.35185, + "ndcg_at_5": 0.49613, + "ndcg_at_10": 0.52855, + "ndcg_at_25": 0.56056, + "ndcg_at_50": 0.57312, + "ndcg_at_100": 0.57619, + "map_at_1": 0.33102, + "map_at_5": 0.44745, + "map_at_10": 0.46156, + "map_at_25": 0.47122, + "map_at_50": 0.47332, + "map_at_100": 0.4737, + "recall_at_1": 0.33102, + "recall_at_5": 0.61759, + "recall_at_10": 0.71204, + "recall_at_25": 0.83272, + "recall_at_50": 0.89321, + "recall_at_100": 0.91019, + "precision_at_1": 0.35185, + "precision_at_5": 0.14074, + "precision_at_10": 0.08241, + "precision_at_25": 0.03889, + "precision_at_50": 0.0213, + "precision_at_100": 0.01093, + "mrr": 0.49198 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/gte-Qwen2-7B-instruct/no_revision_available/BrightRetrieval.json b/results/gte-Qwen2-7B-instruct/no_revision_available/BrightRetrieval.json index 1a02a2ef..44269cdb 100644 --- a/results/gte-Qwen2-7B-instruct/no_revision_available/BrightRetrieval.json +++ b/results/gte-Qwen2-7B-instruct/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.34119, "map_at_50": 0.34653, "map_at_100": 0.34988, - "Recall_at_1": 0.15281, - "Recall_at_5": 0.37096, - "Recall_at_10": 0.44747, - "Recall_at_25": 0.54783, - "Recall_at_50": 0.6025, - "Recall_at_100": 0.68067, + "recall_at_1": 0.15281, + "recall_at_5": 0.37096, + "recall_at_10": 0.44747, + "recall_at_25": 0.54783, + "recall_at_50": 0.6025, + "recall_at_100": 0.68067, "precision_at_1": 0.38793, "precision_at_5": 0.24483, "precision_at_10": 0.16638, @@ -53,12 +53,12 @@ "map_at_25": 0.17044, "map_at_50": 0.17835, "map_at_100": 0.18318, - "Recall_at_1": 0.07341, - "Recall_at_5": 0.19334, - "Recall_at_10": 0.25813, - "Recall_at_25": 0.39933, - "Recall_at_50": 0.48313, - "Recall_at_100": 0.57565, + "recall_at_1": 0.07341, + "recall_at_5": 0.19334, + "recall_at_10": 0.25813, + "recall_at_25": 0.39933, + "recall_at_50": 0.48313, + "recall_at_100": 0.57565, "precision_at_1": 0.16667, "precision_at_5": 0.10741, "precision_at_10": 0.08611, @@ -72,32 +72,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.28147, - "ndcg_at_1": 0.24615, - "ndcg_at_5": 0.2521, - "ndcg_at_10": 0.28147, - "ndcg_at_25": 0.33322, - "ndcg_at_50": 0.34706, - "ndcg_at_100": 0.37107, - "map_at_1": 0.13513, - "map_at_5": 0.20769, - "map_at_10": 0.22236, - "map_at_25": 0.23964, - "map_at_50": 0.24218, - "map_at_100": 0.24473, - "Recall_at_1": 0.13513, - "Recall_at_5": 0.28, - "Recall_at_10": 0.3659, - "Recall_at_25": 0.54205, - "Recall_at_50": 0.60077, - "Recall_at_100": 0.73308, - "precision_at_1": 0.24615, - "precision_at_5": 0.11385, - "precision_at_10": 0.06923, - "precision_at_25": 0.04123, - "precision_at_50": 0.02308, - "precision_at_100": 0.01369, - "mrr": 0.3291 + "main_score": 0.34223, + "ndcg_at_1": 0.30769, + "ndcg_at_5": 0.31358, + "ndcg_at_10": 0.34223, + "ndcg_at_25": 0.38061, + "ndcg_at_50": 0.39188, + "ndcg_at_100": 0.41443, + "map_at_1": 0.1717, + "map_at_5": 0.25455, + "map_at_10": 0.27259, + "map_at_25": 0.28522, + "map_at_50": 0.28716, + "map_at_100": 0.28961, + "recall_at_1": 0.1717, + "recall_at_5": 0.34814, + "recall_at_10": 0.4304, + "recall_at_25": 0.55861, + "recall_at_50": 0.60562, + "recall_at_100": 0.72634, + "precision_at_1": 0.30769, + "precision_at_5": 0.13333, + "precision_at_10": 0.08077, + "precision_at_25": 0.04256, + "precision_at_50": 0.02333, + "precision_at_100": 0.01372, + "mrr": 0.40307 }, { "hf_subset": "aops", @@ -117,12 +117,12 @@ "map_at_25": 0.10628, "map_at_50": 0.11539, "map_at_100": 0.12056, - "Recall_at_1": 0.03523, - "Recall_at_5": 0.12205, - "Recall_at_10": 0.19069, - "Recall_at_25": 0.29976, - "Recall_at_50": 0.41994, - "Recall_at_100": 0.54376, + "recall_at_1": 0.03523, + "recall_at_5": 0.12205, + "recall_at_10": 0.19069, + "recall_at_25": 0.29976, + "recall_at_50": 0.41994, + "recall_at_100": 0.54376, "precision_at_1": 0.11712, "precision_at_5": 0.08829, "precision_at_10": 0.07297, @@ -149,12 +149,12 @@ "map_at_25": 0.11026, "map_at_50": 0.12158, "map_at_100": 0.12971, - "Recall_at_1": 0.04046, - "Recall_at_5": 0.12064, - "Recall_at_10": 0.20053, - "Recall_at_25": 0.32588, - "Recall_at_50": 0.42971, - "Recall_at_100": 0.5568, + "recall_at_1": 0.04046, + "recall_at_5": 0.12064, + "recall_at_10": 0.20053, + "recall_at_25": 0.32588, + "recall_at_50": 0.42971, + "recall_at_100": 0.5568, "precision_at_1": 0.12621, "precision_at_5": 0.08932, "precision_at_10": 0.08252, @@ -181,12 +181,12 @@ "map_at_25": 0.00343, "map_at_50": 0.00417, "map_at_100": 0.00518, - "Recall_at_1": 0.00069, - "Recall_at_5": 0.00365, - "Recall_at_10": 0.00751, - "Recall_at_25": 0.02006, - "Recall_at_50": 0.03544, - "Recall_at_100": 0.06495, + "recall_at_1": 0.00069, + "recall_at_5": 0.00365, + "recall_at_10": 0.00751, + "recall_at_25": 0.02006, + "recall_at_50": 0.03544, + "recall_at_100": 0.06495, "precision_at_1": 0.00893, "precision_at_5": 0.01071, "precision_at_10": 0.01339, @@ -213,12 +213,12 @@ "map_at_25": 0.09789, "map_at_50": 0.10724, "map_at_100": 0.11415, - "Recall_at_1": 0.02984, - "Recall_at_5": 0.12004, - "Recall_at_10": 0.16919, - "Recall_at_25": 0.29831, - "Recall_at_50": 0.40009, - "Recall_at_100": 0.53566, + "recall_at_1": 0.02984, + "recall_at_5": 0.12004, + "recall_at_10": 0.16919, + "recall_at_25": 0.29831, + "recall_at_50": 0.40009, + "recall_at_100": 0.53566, "precision_at_1": 0.09402, "precision_at_5": 0.09744, "precision_at_10": 0.07521, @@ -245,12 +245,12 @@ "map_at_25": 0.25005, "map_at_50": 0.25359, "map_at_100": 0.25625, - "Recall_at_1": 0.15822, - "Recall_at_5": 0.30376, - "Recall_at_10": 0.39331, - "Recall_at_25": 0.49073, - "Recall_at_50": 0.58157, - "Recall_at_100": 0.70974, + "recall_at_1": 0.15822, + "recall_at_5": 0.30376, + "recall_at_10": 0.39331, + "recall_at_25": 0.49073, + "recall_at_50": 0.58157, + "recall_at_100": 0.70974, "precision_at_1": 0.28169, "precision_at_5": 0.1169, "precision_at_10": 0.07394, @@ -277,12 +277,12 @@ "map_at_25": 0.25882, "map_at_50": 0.26568, "map_at_100": 0.27017, - "Recall_at_1": 0.10774, - "Recall_at_5": 0.27118, - "Recall_at_10": 0.35809, - "Recall_at_25": 0.51404, - "Recall_at_50": 0.5922, - "Recall_at_100": 0.70969, + "recall_at_1": 0.10774, + "recall_at_5": 0.27118, + "recall_at_10": 0.35809, + "recall_at_25": 0.51404, + "recall_at_50": 0.5922, + "recall_at_100": 0.70969, "precision_at_1": 0.33981, "precision_at_5": 0.19612, "precision_at_10": 0.13592, @@ -309,12 +309,12 @@ "map_at_25": 0.2692, "map_at_50": 0.27132, "map_at_100": 0.27226, - "Recall_at_1": 0.16533, - "Recall_at_5": 0.30354, - "Recall_at_10": 0.33728, - "Recall_at_25": 0.40842, - "Recall_at_50": 0.45916, - "Recall_at_100": 0.49783, + "recall_at_1": 0.16533, + "recall_at_5": 0.30354, + "recall_at_10": 0.33728, + "recall_at_25": 0.40842, + "recall_at_50": 0.45916, + "recall_at_100": 0.49783, "precision_at_1": 0.29756, "precision_at_5": 0.1239, "precision_at_10": 0.07073, @@ -341,12 +341,12 @@ "map_at_25": 0.08946, "map_at_50": 0.09404, "map_at_100": 0.09753, - "Recall_at_1": 0.03644, - "Recall_at_5": 0.1005, - "Recall_at_10": 0.14134, - "Recall_at_25": 0.18905, - "Recall_at_50": 0.26827, - "Recall_at_100": 0.39401, + "recall_at_1": 0.03644, + "recall_at_5": 0.1005, + "recall_at_10": 0.14134, + "recall_at_25": 0.18905, + "recall_at_50": 0.26827, + "recall_at_100": 0.39401, "precision_at_1": 0.13861, "precision_at_5": 0.07723, "precision_at_10": 0.05644, @@ -373,12 +373,12 @@ "map_at_25": 0.21277, "map_at_50": 0.22096, "map_at_100": 0.22533, - "Recall_at_1": 0.09153, - "Recall_at_5": 0.2313, - "Recall_at_10": 0.33063, - "Recall_at_25": 0.50925, - "Recall_at_50": 0.57451, - "Recall_at_100": 0.67515, + "recall_at_1": 0.09153, + "recall_at_5": 0.2313, + "recall_at_10": 0.33063, + "recall_at_25": 0.50925, + "recall_at_50": 0.57451, + "recall_at_100": 0.67515, "precision_at_1": 0.19802, "precision_at_5": 0.14455, "precision_at_10": 0.12277, @@ -387,6 +387,264 @@ "precision_at_100": 0.03297, "mrr": 0.29113 } + ], + "long": [ + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.69599, + "ndcg_at_1": 0.50495, + "ndcg_at_5": 0.67655, + "ndcg_at_10": 0.69599, + "ndcg_at_25": 0.71108, + "ndcg_at_50": 0.71284, + "ndcg_at_100": 0.71437, + "map_at_1": 0.46733, + "map_at_5": 0.60627, + "map_at_10": 0.61653, + "map_at_25": 0.62186, + "map_at_50": 0.62207, + "map_at_100": 0.62218, + "recall_at_1": 0.46733, + "recall_at_5": 0.8604, + "recall_at_10": 0.9132, + "recall_at_25": 0.967, + "recall_at_50": 0.9769, + "recall_at_100": 0.9868, + "precision_at_1": 0.50495, + "precision_at_5": 0.18614, + "precision_at_10": 0.10099, + "precision_at_25": 0.04396, + "precision_at_50": 0.02218, + "precision_at_100": 0.01119, + "mrr": 0.64633 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.65547, + "ndcg_at_1": 0.4466, + "ndcg_at_5": 0.62124, + "ndcg_at_10": 0.65547, + "ndcg_at_25": 0.67556, + "ndcg_at_50": 0.67728, + "ndcg_at_100": 0.6808, + "map_at_1": 0.34871, + "map_at_5": 0.54461, + "map_at_10": 0.56321, + "map_at_25": 0.57027, + "map_at_50": 0.57047, + "map_at_100": 0.57088, + "recall_at_1": 0.34871, + "recall_at_5": 0.8034, + "recall_at_10": 0.89482, + "recall_at_25": 0.96602, + "recall_at_50": 0.97573, + "recall_at_100": 0.99515, + "precision_at_1": 0.4466, + "precision_at_5": 0.20388, + "precision_at_10": 0.11553, + "precision_at_25": 0.0501, + "precision_at_50": 0.02524, + "precision_at_100": 0.01291, + "mrr": 0.60834 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.57269, + "ndcg_at_1": 0.36111, + "ndcg_at_5": 0.5418, + "ndcg_at_10": 0.57269, + "ndcg_at_25": 0.60364, + "ndcg_at_50": 0.61036, + "ndcg_at_100": 0.61327, + "map_at_1": 0.31281, + "map_at_5": 0.46852, + "map_at_10": 0.4831, + "map_at_25": 0.49368, + "map_at_50": 0.49486, + "map_at_100": 0.4951, + "recall_at_1": 0.31281, + "recall_at_5": 0.71281, + "recall_at_10": 0.80494, + "recall_at_25": 0.91667, + "recall_at_50": 0.94907, + "recall_at_100": 0.96759, + "precision_at_1": 0.36111, + "precision_at_5": 0.16296, + "precision_at_10": 0.09444, + "precision_at_25": 0.04407, + "precision_at_50": 0.02278, + "precision_at_100": 0.01157, + "mrr": 0.53263 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.33747, + "ndcg_at_1": 0.10891, + "ndcg_at_5": 0.28032, + "ndcg_at_10": 0.33747, + "ndcg_at_25": 0.3703, + "ndcg_at_50": 0.39238, + "ndcg_at_100": 0.39866, + "map_at_1": 0.10891, + "map_at_5": 0.22706, + "map_at_10": 0.25098, + "map_at_25": 0.25945, + "map_at_50": 0.26279, + "map_at_100": 0.2633, + "recall_at_1": 0.10891, + "recall_at_5": 0.43564, + "recall_at_10": 0.60891, + "recall_at_25": 0.74257, + "recall_at_50": 0.85644, + "recall_at_100": 0.89604, + "precision_at_1": 0.10891, + "precision_at_5": 0.08911, + "precision_at_10": 0.06238, + "precision_at_25": 0.03089, + "precision_at_50": 0.01782, + "precision_at_100": 0.00931, + "mrr": 0.26835 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.07352, + "ndcg_at_1": 0.08036, + "ndcg_at_5": 0.07396, + "ndcg_at_10": 0.07352, + "ndcg_at_25": 0.0954, + "ndcg_at_50": 0.13825, + "ndcg_at_100": 0.21479, + "map_at_1": 0.01174, + "map_at_5": 0.02477, + "map_at_10": 0.02831, + "map_at_25": 0.03268, + "map_at_50": 0.03959, + "map_at_100": 0.04995, + "recall_at_1": 0.01174, + "recall_at_5": 0.05361, + "recall_at_10": 0.0776, + "recall_at_25": 0.12694, + "recall_at_50": 0.24738, + "recall_at_100": 0.50228, + "precision_at_1": 0.08036, + "precision_at_5": 0.07321, + "precision_at_10": 0.05357, + "precision_at_25": 0.035, + "precision_at_50": 0.03357, + "precision_at_100": 0.03366, + "mrr": 0.19529 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.66, + "ndcg_at_1": 0.50862, + "ndcg_at_5": 0.62525, + "ndcg_at_10": 0.66, + "ndcg_at_25": 0.68943, + "ndcg_at_50": 0.69778, + "ndcg_at_100": 0.70146, + "map_at_1": 0.38362, + "map_at_5": 0.55489, + "map_at_10": 0.57739, + "map_at_25": 0.58812, + "map_at_50": 0.59004, + "map_at_100": 0.59062, + "recall_at_1": 0.38362, + "recall_at_5": 0.72414, + "recall_at_10": 0.80891, + "recall_at_25": 0.90948, + "recall_at_50": 0.9454, + "recall_at_100": 0.96408, + "precision_at_1": 0.50862, + "precision_at_5": 0.21379, + "precision_at_10": 0.12586, + "precision_at_25": 0.05793, + "precision_at_50": 0.03017, + "precision_at_100": 0.01543, + "mrr": 0.66551 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.40126, + "ndcg_at_1": 0.18803, + "ndcg_at_5": 0.33159, + "ndcg_at_10": 0.40126, + "ndcg_at_25": 0.45026, + "ndcg_at_50": 0.45823, + "ndcg_at_100": 0.46272, + "map_at_1": 0.16667, + "map_at_5": 0.27322, + "map_at_10": 0.30436, + "map_at_25": 0.31704, + "map_at_50": 0.31812, + "map_at_100": 0.3186, + "recall_at_1": 0.16667, + "recall_at_5": 0.49573, + "recall_at_10": 0.70085, + "recall_at_25": 0.90171, + "recall_at_50": 0.94444, + "recall_at_100": 0.97009, + "precision_at_1": 0.18803, + "precision_at_5": 0.1094, + "precision_at_10": 0.07863, + "precision_at_25": 0.03966, + "precision_at_50": 0.02068, + "precision_at_100": 0.01068, + "mrr": 0.32972 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.48207, + "ndcg_at_1": 0.29126, + "ndcg_at_5": 0.43941, + "ndcg_at_10": 0.48207, + "ndcg_at_25": 0.51607, + "ndcg_at_50": 0.53116, + "ndcg_at_100": 0.53746, + "map_at_1": 0.2767, + "map_at_5": 0.39229, + "map_at_10": 0.41099, + "map_at_25": 0.41936, + "map_at_50": 0.42165, + "map_at_100": 0.42221, + "recall_at_1": 0.2767, + "recall_at_5": 0.57443, + "recall_at_10": 0.70388, + "recall_at_25": 0.84466, + "recall_at_50": 0.92233, + "recall_at_100": 0.96117, + "precision_at_1": 0.29126, + "precision_at_5": 0.12233, + "precision_at_10": 0.07476, + "precision_at_25": 0.03573, + "precision_at_50": 0.01961, + "precision_at_100": 0.01019, + "mrr": 0.42655 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/instructor-large/no_revision_available/BrightRetrieval.json b/results/instructor-large/no_revision_available/BrightRetrieval.json index ff4b1168..1422dba4 100644 --- a/results/instructor-large/no_revision_available/BrightRetrieval.json +++ b/results/instructor-large/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.00408, "map_at_50": 0.00503, "map_at_100": 0.00595, - "Recall_at_1": 0.00083, - "Recall_at_5": 0.00311, - "Recall_at_10": 0.00669, - "Recall_at_25": 0.01462, - "Recall_at_50": 0.0301, - "Recall_at_100": 0.05651, + "recall_at_1": 0.00083, + "recall_at_5": 0.00311, + "recall_at_10": 0.00669, + "recall_at_25": 0.01462, + "recall_at_50": 0.0301, + "recall_at_100": 0.05651, "precision_at_1": 0.01786, "precision_at_5": 0.0125, "precision_at_10": 0.01161, @@ -53,12 +53,12 @@ "map_at_25": 0.09356, "map_at_50": 0.10009, "map_at_100": 0.10451, - "Recall_at_1": 0.03183, - "Recall_at_5": 0.12043, - "Recall_at_10": 0.17421, - "Recall_at_25": 0.25973, - "Recall_at_50": 0.36786, - "Recall_at_100": 0.4808, + "recall_at_1": 0.03183, + "recall_at_5": 0.12043, + "recall_at_10": 0.17421, + "recall_at_25": 0.25973, + "recall_at_50": 0.36786, + "recall_at_100": 0.4808, "precision_at_1": 0.08333, "precision_at_5": 0.07778, "precision_at_10": 0.06296, @@ -85,12 +85,12 @@ "map_at_25": 0.05714, "map_at_50": 0.05987, "map_at_100": 0.06132, - "Recall_at_1": 0.02408, - "Recall_at_5": 0.05566, - "Recall_at_10": 0.08199, - "Recall_at_25": 0.1161, - "Recall_at_50": 0.15744, - "Recall_at_100": 0.20308, + "recall_at_1": 0.02408, + "recall_at_5": 0.05566, + "recall_at_10": 0.08199, + "recall_at_25": 0.1161, + "recall_at_50": 0.15744, + "recall_at_100": 0.20308, "precision_at_1": 0.0991, "precision_at_5": 0.05586, "precision_at_10": 0.03964, @@ -117,12 +117,12 @@ "map_at_25": 0.11784, "map_at_50": 0.12527, "map_at_100": 0.12901, - "Recall_at_1": 0.04049, - "Recall_at_5": 0.13166, - "Recall_at_10": 0.18762, - "Recall_at_25": 0.28863, - "Recall_at_50": 0.42292, - "Recall_at_100": 0.53707, + "recall_at_1": 0.04049, + "recall_at_5": 0.13166, + "recall_at_10": 0.18762, + "recall_at_25": 0.28863, + "recall_at_50": 0.42292, + "recall_at_100": 0.53707, "precision_at_1": 0.14563, "precision_at_5": 0.09126, "precision_at_10": 0.06796, @@ -149,12 +149,12 @@ "map_at_25": 0.07426, "map_at_50": 0.08125, "map_at_100": 0.08539, - "Recall_at_1": 0.01741, - "Recall_at_5": 0.10057, - "Recall_at_10": 0.15076, - "Recall_at_25": 0.22258, - "Recall_at_50": 0.33436, - "Recall_at_100": 0.40595, + "recall_at_1": 0.01741, + "recall_at_5": 0.10057, + "recall_at_10": 0.15076, + "recall_at_25": 0.22258, + "recall_at_50": 0.33436, + "recall_at_100": 0.40595, "precision_at_1": 0.05983, "precision_at_5": 0.07179, "precision_at_10": 0.05726, @@ -168,32 +168,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.09287, - "ndcg_at_1": 0.03077, - "ndcg_at_5": 0.06207, - "ndcg_at_10": 0.09287, - "ndcg_at_25": 0.11381, - "ndcg_at_50": 0.12447, - "ndcg_at_100": 0.1297, - "map_at_1": 0.01282, - "map_at_5": 0.04667, - "map_at_10": 0.05968, - "map_at_25": 0.06529, - "map_at_50": 0.06699, - "map_at_100": 0.06743, - "Recall_at_1": 0.01282, - "Recall_at_5": 0.08718, - "Recall_at_10": 0.17308, - "Recall_at_25": 0.25256, - "Recall_at_50": 0.3, - "Recall_at_100": 0.32821, - "precision_at_1": 0.03077, + "main_score": 0.08268, + "ndcg_at_1": 0.03846, + "ndcg_at_5": 0.06094, + "ndcg_at_10": 0.08268, + "ndcg_at_25": 0.09962, + "ndcg_at_50": 0.11372, + "ndcg_at_100": 0.11896, + "map_at_1": 0.01709, + "map_at_5": 0.0446, + "map_at_10": 0.05363, + "map_at_25": 0.05798, + "map_at_50": 0.06001, + "map_at_100": 0.06035, + "recall_at_1": 0.01709, + "recall_at_5": 0.08654, + "recall_at_10": 0.1485, + "recall_at_25": 0.21444, + "recall_at_50": 0.27213, + "recall_at_100": 0.30098, + "precision_at_1": 0.03846, "precision_at_5": 0.03077, - "precision_at_10": 0.03077, - "precision_at_25": 0.01662, - "precision_at_50": 0.01015, - "precision_at_100": 0.00554, - "mrr": 0.08438 + "precision_at_10": 0.02564, + "precision_at_25": 0.01385, + "precision_at_50": 0.00949, + "precision_at_100": 0.00526, + "mrr": 0.08317 }, { "hf_subset": "psychology", @@ -213,12 +213,12 @@ "map_at_25": 0.17208, "map_at_50": 0.17822, "map_at_100": 0.18169, - "Recall_at_1": 0.08181, - "Recall_at_5": 0.19541, - "Recall_at_10": 0.26752, - "Recall_at_25": 0.36974, - "Recall_at_50": 0.4575, - "Recall_at_100": 0.55088, + "recall_at_1": 0.08181, + "recall_at_5": 0.19541, + "recall_at_10": 0.26752, + "recall_at_25": 0.36974, + "recall_at_50": 0.4575, + "recall_at_100": 0.55088, "precision_at_1": 0.15842, "precision_at_5": 0.11881, "precision_at_10": 0.09406, @@ -245,12 +245,12 @@ "map_at_25": 0.10978, "map_at_50": 0.11621, "map_at_100": 0.12153, - "Recall_at_1": 0.05829, - "Recall_at_5": 0.12156, - "Recall_at_10": 0.17536, - "Recall_at_25": 0.25429, - "Recall_at_50": 0.35542, - "Recall_at_100": 0.46725, + "recall_at_1": 0.05829, + "recall_at_5": 0.12156, + "recall_at_10": 0.17536, + "recall_at_25": 0.25429, + "recall_at_50": 0.35542, + "recall_at_100": 0.46725, "precision_at_1": 0.1068, "precision_at_5": 0.08738, "precision_at_10": 0.07573, @@ -277,12 +277,12 @@ "map_at_25": 0.08223, "map_at_50": 0.08507, "map_at_100": 0.08746, - "Recall_at_1": 0.04476, - "Recall_at_5": 0.10253, - "Recall_at_10": 0.15643, - "Recall_at_25": 0.21141, - "Recall_at_50": 0.27814, - "Recall_at_100": 0.34725, + "recall_at_1": 0.04476, + "recall_at_5": 0.10253, + "recall_at_10": 0.15643, + "recall_at_25": 0.21141, + "recall_at_50": 0.27814, + "recall_at_100": 0.34725, "precision_at_1": 0.09901, "precision_at_5": 0.0495, "precision_at_10": 0.04455, @@ -309,12 +309,12 @@ "map_at_25": 0.16252, "map_at_50": 0.16606, "map_at_100": 0.16762, - "Recall_at_1": 0.09425, - "Recall_at_5": 0.20141, - "Recall_at_10": 0.23638, - "Recall_at_25": 0.31174, - "Recall_at_50": 0.41385, - "Recall_at_100": 0.49977, + "recall_at_1": 0.09425, + "recall_at_5": 0.20141, + "recall_at_10": 0.23638, + "recall_at_25": 0.31174, + "recall_at_50": 0.41385, + "recall_at_100": 0.49977, "precision_at_1": 0.19014, "precision_at_5": 0.09014, "precision_at_10": 0.05352, @@ -341,12 +341,12 @@ "map_at_25": 0.1662, "map_at_50": 0.17246, "map_at_100": 0.17687, - "Recall_at_1": 0.07595, - "Recall_at_5": 0.19047, - "Recall_at_10": 0.27768, - "Recall_at_25": 0.37705, - "Recall_at_50": 0.46157, - "Recall_at_100": 0.56236, + "recall_at_1": 0.07595, + "recall_at_5": 0.19047, + "recall_at_10": 0.27768, + "recall_at_25": 0.37705, + "recall_at_50": 0.46157, + "recall_at_100": 0.56236, "precision_at_1": 0.14655, "precision_at_5": 0.11207, "precision_at_10": 0.08534, @@ -373,12 +373,12 @@ "map_at_25": 0.1709, "map_at_50": 0.17222, "map_at_100": 0.17344, - "Recall_at_1": 0.11423, - "Recall_at_5": 0.19634, - "Recall_at_10": 0.22764, - "Recall_at_25": 0.26005, - "Recall_at_50": 0.29803, - "Recall_at_100": 0.37474, + "recall_at_1": 0.11423, + "recall_at_5": 0.19634, + "recall_at_10": 0.22764, + "recall_at_25": 0.26005, + "recall_at_50": 0.29803, + "recall_at_100": 0.37474, "precision_at_1": 0.20488, "precision_at_5": 0.07805, "precision_at_10": 0.04439, @@ -387,6 +387,264 @@ "precision_at_100": 0.00717, "mrr": 0.247 } + ], + "long": [ + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.31293, + "ndcg_at_1": 0.15385, + "ndcg_at_5": 0.26681, + "ndcg_at_10": 0.31293, + "ndcg_at_25": 0.35472, + "ndcg_at_50": 0.37216, + "ndcg_at_100": 0.38803, + "map_at_1": 0.1453, + "map_at_5": 0.22657, + "map_at_10": 0.24621, + "map_at_25": 0.25748, + "map_at_50": 0.2601, + "map_at_100": 0.26164, + "recall_at_1": 0.1453, + "recall_at_5": 0.38034, + "recall_at_10": 0.51709, + "recall_at_25": 0.68376, + "recall_at_50": 0.7735, + "recall_at_100": 0.86752, + "precision_at_1": 0.15385, + "precision_at_5": 0.08205, + "precision_at_10": 0.05641, + "precision_at_25": 0.02974, + "precision_at_50": 0.01675, + "precision_at_100": 0.00949, + "mrr": 0.26907 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.1714, + "ndcg_at_1": 0.25, + "ndcg_at_5": 0.16257, + "ndcg_at_10": 0.1714, + "ndcg_at_25": 0.25367, + "ndcg_at_50": 0.33581, + "ndcg_at_100": 0.41965, + "map_at_1": 0.03942, + "map_at_5": 0.06761, + "map_at_10": 0.08296, + "map_at_25": 0.11009, + "map_at_50": 0.13318, + "map_at_100": 0.15312, + "recall_at_1": 0.03942, + "recall_at_5": 0.10039, + "recall_at_10": 0.16686, + "recall_at_25": 0.35615, + "recall_at_50": 0.58432, + "recall_at_100": 0.8531, + "precision_at_1": 0.25, + "precision_at_5": 0.1375, + "precision_at_10": 0.1125, + "precision_at_25": 0.09214, + "precision_at_50": 0.07696, + "precision_at_100": 0.05741, + "mrr": 0.38812 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.31491, + "ndcg_at_1": 0.14563, + "ndcg_at_5": 0.27706, + "ndcg_at_10": 0.31491, + "ndcg_at_25": 0.34125, + "ndcg_at_50": 0.35373, + "ndcg_at_100": 0.37557, + "map_at_1": 0.14078, + "map_at_5": 0.22751, + "map_at_10": 0.24324, + "map_at_25": 0.25012, + "map_at_50": 0.2521, + "map_at_100": 0.25397, + "recall_at_1": 0.14078, + "recall_at_5": 0.42071, + "recall_at_10": 0.53722, + "recall_at_25": 0.64239, + "recall_at_50": 0.7055, + "recall_at_100": 0.84142, + "precision_at_1": 0.14563, + "precision_at_5": 0.08932, + "precision_at_10": 0.05631, + "precision_at_25": 0.02718, + "precision_at_50": 0.01495, + "precision_at_100": 0.00883, + "mrr": 0.26239 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.53458, + "ndcg_at_1": 0.38793, + "ndcg_at_5": 0.4825, + "ndcg_at_10": 0.53458, + "ndcg_at_25": 0.56372, + "ndcg_at_50": 0.58215, + "ndcg_at_100": 0.58728, + "map_at_1": 0.29454, + "map_at_5": 0.42702, + "map_at_10": 0.45332, + "map_at_25": 0.46205, + "map_at_50": 0.46606, + "map_at_100": 0.46673, + "recall_at_1": 0.29454, + "recall_at_5": 0.56681, + "recall_at_10": 0.69971, + "recall_at_25": 0.80603, + "recall_at_50": 0.88937, + "recall_at_100": 0.91667, + "precision_at_1": 0.38793, + "precision_at_5": 0.16724, + "precision_at_10": 0.10862, + "precision_at_25": 0.05034, + "precision_at_50": 0.02793, + "precision_at_100": 0.01448, + "mrr": 0.52604 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.42675, + "ndcg_at_1": 0.28704, + "ndcg_at_5": 0.37573, + "ndcg_at_10": 0.42675, + "ndcg_at_25": 0.45957, + "ndcg_at_50": 0.46974, + "ndcg_at_100": 0.47924, + "map_at_1": 0.25417, + "map_at_5": 0.33036, + "map_at_10": 0.35276, + "map_at_25": 0.36167, + "map_at_50": 0.3635, + "map_at_100": 0.36434, + "recall_at_1": 0.25417, + "recall_at_5": 0.48519, + "recall_at_10": 0.63519, + "recall_at_25": 0.76512, + "recall_at_50": 0.81327, + "recall_at_100": 0.86883, + "precision_at_1": 0.28704, + "precision_at_5": 0.11296, + "precision_at_10": 0.07407, + "precision_at_25": 0.03556, + "precision_at_50": 0.01907, + "precision_at_100": 0.01028, + "mrr": 0.39198 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.36848, + "ndcg_at_1": 0.23762, + "ndcg_at_5": 0.33582, + "ndcg_at_10": 0.36848, + "ndcg_at_25": 0.40303, + "ndcg_at_50": 0.41679, + "ndcg_at_100": 0.43264, + "map_at_1": 0.21287, + "map_at_5": 0.29868, + "map_at_10": 0.31316, + "map_at_25": 0.32171, + "map_at_50": 0.32406, + "map_at_100": 0.32564, + "recall_at_1": 0.21287, + "recall_at_5": 0.42772, + "recall_at_10": 0.52673, + "recall_at_25": 0.667, + "recall_at_50": 0.73465, + "recall_at_100": 0.82871, + "precision_at_1": 0.23762, + "precision_at_5": 0.09703, + "precision_at_10": 0.05941, + "precision_at_25": 0.0301, + "precision_at_50": 0.01663, + "precision_at_100": 0.00931, + "mrr": 0.34263 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.24618, + "ndcg_at_1": 0.12871, + "ndcg_at_5": 0.19559, + "ndcg_at_10": 0.24618, + "ndcg_at_25": 0.27218, + "ndcg_at_50": 0.29665, + "ndcg_at_100": 0.31801, + "map_at_1": 0.12871, + "map_at_5": 0.1736, + "map_at_10": 0.19597, + "map_at_25": 0.20352, + "map_at_50": 0.20731, + "map_at_100": 0.20926, + "recall_at_1": 0.12871, + "recall_at_5": 0.25743, + "recall_at_10": 0.40594, + "recall_at_25": 0.50495, + "recall_at_50": 0.62871, + "recall_at_100": 0.75743, + "precision_at_1": 0.12871, + "precision_at_5": 0.05347, + "precision_at_10": 0.04158, + "precision_at_25": 0.02099, + "precision_at_50": 0.01327, + "precision_at_100": 0.00802, + "mrr": 0.21292 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.52157, + "ndcg_at_1": 0.30097, + "ndcg_at_5": 0.47595, + "ndcg_at_10": 0.52157, + "ndcg_at_25": 0.55033, + "ndcg_at_50": 0.5623, + "ndcg_at_100": 0.5677, + "map_at_1": 0.2411, + "map_at_5": 0.4055, + "map_at_10": 0.42704, + "map_at_25": 0.43564, + "map_at_50": 0.43787, + "map_at_100": 0.43858, + "recall_at_1": 0.2411, + "recall_at_5": 0.64968, + "recall_at_10": 0.78155, + "recall_at_25": 0.88673, + "recall_at_50": 0.94337, + "recall_at_100": 0.97249, + "precision_at_1": 0.30097, + "precision_at_5": 0.16117, + "precision_at_10": 0.09903, + "precision_at_25": 0.04544, + "precision_at_50": 0.02427, + "precision_at_100": 0.01252, + "mrr": 0.467 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/instructor-xl/no_revision_available/BrightRetrieval.json b/results/instructor-xl/no_revision_available/BrightRetrieval.json index 5808645f..87abb1dc 100644 --- a/results/instructor-xl/no_revision_available/BrightRetrieval.json +++ b/results/instructor-xl/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.06044, "map_at_50": 0.06398, "map_at_100": 0.06585, - "Recall_at_1": 0.01802, - "Recall_at_5": 0.05888, - "Recall_at_10": 0.08923, - "Recall_at_25": 0.1487, - "Recall_at_50": 0.20699, - "Recall_at_100": 0.2707, + "recall_at_1": 0.01802, + "recall_at_5": 0.05888, + "recall_at_10": 0.08923, + "recall_at_25": 0.1487, + "recall_at_50": 0.20699, + "recall_at_100": 0.2707, "precision_at_1": 0.0991, "precision_at_5": 0.06306, "precision_at_10": 0.04685, @@ -53,12 +53,12 @@ "map_at_25": 0.1258, "map_at_50": 0.12921, "map_at_100": 0.13322, - "Recall_at_1": 0.05817, - "Recall_at_5": 0.1627, - "Recall_at_10": 0.21995, - "Recall_at_25": 0.2789, - "Recall_at_50": 0.32935, - "Recall_at_100": 0.45481, + "recall_at_1": 0.05817, + "recall_at_5": 0.1627, + "recall_at_10": 0.21995, + "recall_at_25": 0.2789, + "recall_at_50": 0.32935, + "recall_at_100": 0.45481, "precision_at_1": 0.13861, "precision_at_5": 0.08713, "precision_at_10": 0.06733, @@ -85,12 +85,12 @@ "map_at_25": 0.16229, "map_at_50": 0.17092, "map_at_100": 0.17658, - "Recall_at_1": 0.08721, - "Recall_at_5": 0.18197, - "Recall_at_10": 0.25367, - "Recall_at_25": 0.34204, - "Recall_at_50": 0.4353, - "Recall_at_100": 0.57282, + "recall_at_1": 0.08721, + "recall_at_5": 0.18197, + "recall_at_10": 0.25367, + "recall_at_25": 0.34204, + "recall_at_50": 0.4353, + "recall_at_100": 0.57282, "precision_at_1": 0.17476, "precision_at_5": 0.12816, "precision_at_10": 0.10583, @@ -117,12 +117,12 @@ "map_at_25": 0.13868, "map_at_50": 0.14635, "map_at_100": 0.15116, - "Recall_at_1": 0.06802, - "Recall_at_5": 0.14832, - "Recall_at_10": 0.21065, - "Recall_at_25": 0.31548, - "Recall_at_50": 0.40408, - "Recall_at_100": 0.48678, + "recall_at_1": 0.06802, + "recall_at_5": 0.14832, + "recall_at_10": 0.21065, + "recall_at_25": 0.31548, + "recall_at_50": 0.40408, + "recall_at_100": 0.48678, "precision_at_1": 0.20513, "precision_at_5": 0.11111, "precision_at_10": 0.08803, @@ -149,12 +149,12 @@ "map_at_25": 0.23373, "map_at_50": 0.23634, "map_at_100": 0.23769, - "Recall_at_1": 0.14941, - "Recall_at_5": 0.2831, - "Recall_at_10": 0.31761, - "Recall_at_25": 0.41667, - "Recall_at_50": 0.48028, - "Recall_at_100": 0.54249, + "recall_at_1": 0.14941, + "recall_at_5": 0.2831, + "recall_at_10": 0.31761, + "recall_at_25": 0.41667, + "recall_at_50": 0.48028, + "recall_at_100": 0.54249, "precision_at_1": 0.28169, "precision_at_5": 0.11408, "precision_at_10": 0.06338, @@ -181,12 +181,12 @@ "map_at_25": 0.12247, "map_at_50": 0.12342, "map_at_100": 0.12459, - "Recall_at_1": 0.0813, - "Recall_at_5": 0.14309, - "Recall_at_10": 0.16626, - "Recall_at_25": 0.2007, - "Recall_at_50": 0.22671, - "Recall_at_100": 0.28676, + "recall_at_1": 0.0813, + "recall_at_5": 0.14309, + "recall_at_10": 0.16626, + "recall_at_25": 0.2007, + "recall_at_50": 0.22671, + "recall_at_100": 0.28676, "precision_at_1": 0.15122, "precision_at_5": 0.05366, "precision_at_10": 0.03317, @@ -213,12 +213,12 @@ "map_at_25": 0.20809, "map_at_50": 0.21464, "map_at_100": 0.21853, - "Recall_at_1": 0.087, - "Recall_at_5": 0.24849, - "Recall_at_10": 0.35596, - "Recall_at_25": 0.46197, - "Recall_at_50": 0.55712, - "Recall_at_100": 0.66271, + "recall_at_1": 0.087, + "recall_at_5": 0.24849, + "recall_at_10": 0.35596, + "recall_at_25": 0.46197, + "recall_at_50": 0.55712, + "recall_at_100": 0.66271, "precision_at_1": 0.23762, "precision_at_5": 0.14059, "precision_at_10": 0.1099, @@ -245,12 +245,12 @@ "map_at_25": 0.15911, "map_at_50": 0.16671, "map_at_100": 0.17088, - "Recall_at_1": 0.05886, - "Recall_at_5": 0.1856, - "Recall_at_10": 0.27261, - "Recall_at_25": 0.37592, - "Recall_at_50": 0.48928, - "Recall_at_100": 0.61405, + "recall_at_1": 0.05886, + "recall_at_5": 0.1856, + "recall_at_10": 0.27261, + "recall_at_25": 0.37592, + "recall_at_50": 0.48928, + "recall_at_100": 0.61405, "precision_at_1": 0.19417, "precision_at_5": 0.13398, "precision_at_10": 0.1, @@ -264,32 +264,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.06504, - "ndcg_at_1": 0.01538, - "ndcg_at_5": 0.03467, - "ndcg_at_10": 0.06504, - "ndcg_at_25": 0.07933, - "ndcg_at_50": 0.0857, - "ndcg_at_100": 0.10294, - "map_at_1": 0.00769, - "map_at_5": 0.02628, - "map_at_10": 0.03756, - "map_at_25": 0.04211, - "map_at_50": 0.04313, - "map_at_100": 0.04477, - "Recall_at_1": 0.00769, - "Recall_at_5": 0.04359, - "Recall_at_10": 0.13077, - "Recall_at_25": 0.18205, - "Recall_at_50": 0.21026, - "Recall_at_100": 0.30308, - "precision_at_1": 0.01538, - "precision_at_5": 0.01846, - "precision_at_10": 0.02154, - "precision_at_25": 0.01169, - "precision_at_50": 0.00677, - "precision_at_100": 0.00492, - "mrr": 0.06335 + "main_score": 0.06218, + "ndcg_at_1": 0.03846, + "ndcg_at_5": 0.04632, + "ndcg_at_10": 0.06218, + "ndcg_at_25": 0.08259, + "ndcg_at_50": 0.09262, + "ndcg_at_100": 0.10749, + "map_at_1": 0.01389, + "map_at_5": 0.03365, + "map_at_10": 0.03923, + "map_at_25": 0.04496, + "map_at_50": 0.04633, + "map_at_100": 0.04779, + "recall_at_1": 0.01389, + "recall_at_5": 0.05662, + "recall_at_10": 0.09829, + "recall_at_25": 0.17415, + "recall_at_50": 0.21688, + "recall_at_100": 0.29594, + "precision_at_1": 0.03846, + "precision_at_5": 0.02308, + "precision_at_10": 0.01923, + "precision_at_25": 0.01231, + "precision_at_50": 0.00769, + "precision_at_100": 0.00513, + "mrr": 0.0826 }, { "hf_subset": "earth_science", @@ -309,12 +309,12 @@ "map_at_25": 0.28424, "map_at_50": 0.29077, "map_at_100": 0.29557, - "Recall_at_1": 0.13935, - "Recall_at_5": 0.30468, - "Recall_at_10": 0.38013, - "Recall_at_25": 0.50794, - "Recall_at_50": 0.59737, - "Recall_at_100": 0.71158, + "recall_at_1": 0.13935, + "recall_at_5": 0.30468, + "recall_at_10": 0.38013, + "recall_at_25": 0.50794, + "recall_at_50": 0.59737, + "recall_at_100": 0.71158, "precision_at_1": 0.32759, "precision_at_5": 0.1931, "precision_at_10": 0.13793, @@ -341,12 +341,12 @@ "map_at_25": 0.14211, "map_at_50": 0.14887, "map_at_100": 0.1535, - "Recall_at_1": 0.04421, - "Recall_at_5": 0.1681, - "Recall_at_10": 0.23879, - "Recall_at_25": 0.37314, - "Recall_at_50": 0.45944, - "Recall_at_100": 0.58718, + "recall_at_1": 0.04421, + "recall_at_5": 0.1681, + "recall_at_10": 0.23879, + "recall_at_25": 0.37314, + "recall_at_50": 0.45944, + "recall_at_100": 0.58718, "precision_at_1": 0.14815, "precision_at_5": 0.12222, "precision_at_10": 0.09167, @@ -373,12 +373,12 @@ "map_at_25": 0.01449, "map_at_50": 0.01717, "map_at_100": 0.02114, - "Recall_at_1": 0.00387, - "Recall_at_5": 0.01372, - "Recall_at_10": 0.02537, - "Recall_at_25": 0.05122, - "Recall_at_50": 0.08538, - "Recall_at_100": 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0.01584, + "precision_at_50": 0.00832, + "precision_at_100": 0.00485, + "mrr": 0.24417 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.32408, + "ndcg_at_1": 0.19417, + "ndcg_at_5": 0.2895, + "ndcg_at_10": 0.32408, + "ndcg_at_25": 0.35122, + "ndcg_at_50": 0.36064, + "ndcg_at_100": 0.36703, + "map_at_1": 0.18932, + "map_at_5": 0.25804, + "map_at_10": 0.27231, + "map_at_25": 0.27987, + "map_at_50": 0.28129, + "map_at_100": 0.28188, + "recall_at_1": 0.18932, + "recall_at_5": 0.3754, + "recall_at_10": 0.4822, + "recall_at_25": 0.589, + "recall_at_50": 0.63754, + "recall_at_100": 0.67638, + "precision_at_1": 0.19417, + "precision_at_5": 0.07961, + "precision_at_10": 0.05049, + "precision_at_25": 0.02447, + "precision_at_50": 0.0132, + "precision_at_100": 0.00699, + "mrr": 0.28959 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.52092, + "ndcg_at_1": 0.43103, + "ndcg_at_5": 0.49645, + "ndcg_at_10": 0.52092, + "ndcg_at_25": 0.55414, + "ndcg_at_50": 0.58051, + "ndcg_at_100": 0.58421, + "map_at_1": 0.34052, + "map_at_5": 0.44227, + "map_at_10": 0.45514, + "map_at_25": 0.46657, + "map_at_50": 0.47146, + "map_at_100": 0.47194, + "recall_at_1": 0.34052, + "recall_at_5": 0.57615, + "recall_at_10": 0.63578, + "recall_at_25": 0.75, + "recall_at_50": 0.87069, + "recall_at_100": 0.8908, + "precision_at_1": 0.43103, + "precision_at_5": 0.16552, + "precision_at_10": 0.09655, + "precision_at_25": 0.04759, + "precision_at_50": 0.02776, + "precision_at_100": 0.01422, + "mrr": 0.53703 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.31585, + "ndcg_at_1": 0.15385, + "ndcg_at_5": 0.29854, + "ndcg_at_10": 0.31585, + "ndcg_at_25": 0.35826, + "ndcg_at_50": 0.36542, + "ndcg_at_100": 0.38333, + "map_at_1": 0.14957, + "map_at_5": 0.25078, + "map_at_10": 0.25825, + "map_at_25": 0.27015, + "map_at_50": 0.27135, + "map_at_100": 0.27303, + "recall_at_1": 0.14957, + "recall_at_5": 0.4359, + "recall_at_10": 0.48718, + "recall_at_25": 0.64957, + "recall_at_50": 0.68376, + "recall_at_100": 0.7906, + "precision_at_1": 0.15385, + "precision_at_5": 0.09402, + "precision_at_10": 0.05299, + "precision_at_25": 0.02872, + "precision_at_50": 0.01521, + "precision_at_100": 0.0088, + "mrr": 0.27713 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.11474, + "ndcg_at_1": 0.0625, + "ndcg_at_5": 0.07459, + "ndcg_at_10": 0.11474, + "ndcg_at_25": 0.18162, + "ndcg_at_50": 0.2391, + "ndcg_at_100": 0.29945, + "map_at_1": 0.0119, + "map_at_5": 0.03011, + "map_at_10": 0.04842, + "map_at_25": 0.06793, + "map_at_50": 0.08133, + "map_at_100": 0.09246, + "recall_at_1": 0.0119, + "recall_at_5": 0.06142, + "recall_at_10": 0.14747, + "recall_at_25": 0.29863, + "recall_at_50": 0.46059, + "recall_at_100": 0.65609, + "precision_at_1": 0.0625, + "precision_at_5": 0.075, + "precision_at_10": 0.09375, + "precision_at_25": 0.07607, + "precision_at_50": 0.05929, + "precision_at_100": 0.04357, + "mrr": 0.2043 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.21077, + "ndcg_at_1": 0.10891, + "ndcg_at_5": 0.17577, + "ndcg_at_10": 0.21077, + "ndcg_at_25": 0.2336, + "ndcg_at_50": 0.251, + "ndcg_at_100": 0.2651, + "map_at_1": 0.10891, + "map_at_5": 0.15693, + "map_at_10": 0.17124, + "map_at_25": 0.17715, + "map_at_50": 0.17981, + "map_at_100": 0.18117, + "recall_at_1": 0.10891, + "recall_at_5": 0.22772, + "recall_at_10": 0.33663, + "recall_at_25": 0.43069, + "recall_at_50": 0.5198, + "recall_at_100": 0.60396, + "precision_at_1": 0.10891, + "precision_at_5": 0.04752, + "precision_at_10": 0.03465, + "precision_at_25": 0.01822, + "precision_at_50": 0.01089, + "precision_at_100": 0.00634, + "mrr": 0.18425 + } + ] + }, + "task_name": "BrightRetrieval" +} \ No newline at end of file diff --git a/results/text-embedding-3-large/no_revision_available/BrightRetrieval.json b/results/text-embedding-3-large/no_revision_available/BrightRetrieval.json index 30dd9a85..c4dd0d33 100644 --- a/results/text-embedding-3-large/no_revision_available/BrightRetrieval.json +++ b/results/text-embedding-3-large/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.19144, "map_at_50": 0.1941, "map_at_100": 0.19516, - "Recall_at_1": 0.13415, - "Recall_at_5": 0.20923, - "Recall_at_10": 0.25761, - "Recall_at_25": 0.30436, - "Recall_at_50": 0.36167, - "Recall_at_100": 0.41305, + "recall_at_1": 0.13415, + "recall_at_5": 0.20923, + "recall_at_10": 0.25761, + "recall_at_25": 0.30436, + "recall_at_50": 0.36167, + "recall_at_100": 0.41305, "precision_at_1": 0.21951, "precision_at_5": 0.08293, "precision_at_10": 0.05122, @@ -53,12 +53,12 @@ "map_at_25": 0.18909, "map_at_50": 0.19353, "map_at_100": 0.19485, - "Recall_at_1": 0.11596, - "Recall_at_5": 0.23744, - "Recall_at_10": 0.29425, - "Recall_at_25": 0.37981, - "Recall_at_50": 0.51127, - "Recall_at_100": 0.57981, + "recall_at_1": 0.11596, + "recall_at_5": 0.23744, + "recall_at_10": 0.29425, + "recall_at_25": 0.37981, + "recall_at_50": 0.51127, + "recall_at_100": 0.57981, "precision_at_1": 0.23239, "precision_at_5": 0.10141, "precision_at_10": 0.06268, @@ -85,12 +85,12 @@ "map_at_25": 0.20926, "map_at_50": 0.21625, "map_at_100": 0.22169, - "Recall_at_1": 0.09134, - "Recall_at_5": 0.23237, - "Recall_at_10": 0.30536, - "Recall_at_25": 0.43403, - "Recall_at_50": 0.52126, - "Recall_at_100": 0.63136, + "recall_at_1": 0.09134, + "recall_at_5": 0.23237, + "recall_at_10": 0.30536, + "recall_at_25": 0.43403, + "recall_at_50": 0.52126, + "recall_at_100": 0.63136, "precision_at_1": 0.25862, "precision_at_5": 0.16034, "precision_at_10": 0.11034, @@ -117,12 +117,12 @@ "map_at_25": 0.20923, "map_at_50": 0.21651, "map_at_100": 0.22109, - "Recall_at_1": 0.07751, - "Recall_at_5": 0.22624, - "Recall_at_10": 0.36022, - "Recall_at_25": 0.4919, - "Recall_at_50": 0.60947, - "Recall_at_100": 0.68977, + "recall_at_1": 0.07751, + "recall_at_5": 0.22624, + "recall_at_10": 0.36022, + "recall_at_25": 0.4919, + "recall_at_50": 0.60947, + "recall_at_100": 0.68977, "precision_at_1": 0.19802, "precision_at_5": 0.14059, "precision_at_10": 0.12376, @@ -149,12 +149,12 @@ "map_at_25": 0.08563, "map_at_50": 0.0899, "map_at_100": 0.09313, - "Recall_at_1": 0.04158, - "Recall_at_5": 0.10508, - "Recall_at_10": 0.16212, - "Recall_at_25": 0.19678, - "Recall_at_50": 0.28366, - "Recall_at_100": 0.36951, + "recall_at_1": 0.04158, + "recall_at_5": 0.10508, + "recall_at_10": 0.16212, + "recall_at_25": 0.19678, + "recall_at_50": 0.28366, + "recall_at_100": 0.36951, "precision_at_1": 0.10891, "precision_at_5": 0.06139, "precision_at_10": 0.05842, @@ -181,12 +181,12 @@ "map_at_25": 0.13479, "map_at_50": 0.14421, "map_at_100": 0.15229, - "Recall_at_1": 0.05009, - "Recall_at_5": 0.17168, - "Recall_at_10": 0.24516, - "Recall_at_25": 0.32798, - "Recall_at_50": 0.41919, - "Recall_at_100": 0.54084, + "recall_at_1": 0.05009, + "recall_at_5": 0.17168, + "recall_at_10": 0.24516, + "recall_at_25": 0.32798, + "recall_at_50": 0.41919, + "recall_at_100": 0.54084, "precision_at_1": 0.1165, "precision_at_5": 0.11068, "precision_at_10": 0.09806, @@ -213,12 +213,12 @@ "map_at_25": 0.08619, "map_at_50": 0.09314, "map_at_100": 0.09855, - "Recall_at_1": 0.0283, - "Recall_at_5": 0.10561, - "Recall_at_10": 0.15784, - "Recall_at_25": 0.24637, - "Recall_at_50": 0.35703, - "Recall_at_100": 0.47309, + "recall_at_1": 0.0283, + "recall_at_5": 0.10561, + "recall_at_10": 0.15784, + "recall_at_25": 0.24637, + "recall_at_50": 0.35703, + "recall_at_100": 0.47309, "precision_at_1": 0.07692, "precision_at_5": 0.07863, "precision_at_10": 0.06325, @@ -245,12 +245,12 @@ "map_at_25": 0.17878, "map_at_50": 0.1857, "map_at_100": 0.1905, - "Recall_at_1": 0.05248, - "Recall_at_5": 0.19159, - "Recall_at_10": 0.2908, - "Recall_at_25": 0.39162, - "Recall_at_50": 0.52268, - "Recall_at_100": 0.65567, + "recall_at_1": 0.05248, + "recall_at_5": 0.19159, + "recall_at_10": 0.2908, + "recall_at_25": 0.39162, + "recall_at_50": 0.52268, + "recall_at_100": 0.65567, "precision_at_1": 0.21359, "precision_at_5": 0.14951, "precision_at_10": 0.11359, @@ -264,32 +264,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.09251, - "ndcg_at_1": 0.04615, - "ndcg_at_5": 0.08016, - "ndcg_at_10": 0.09251, - "ndcg_at_25": 0.14118, - "ndcg_at_50": 0.16418, - "ndcg_at_100": 0.17535, - "map_at_1": 0.02692, - "map_at_5": 0.05923, - "map_at_10": 0.06366, - "map_at_25": 0.08056, - "map_at_50": 0.08417, - "map_at_100": 0.08512, - "Recall_at_1": 0.02692, - "Recall_at_5": 0.11154, - "Recall_at_10": 0.14615, - "Recall_at_25": 0.30436, - "Recall_at_50": 0.41205, - "Recall_at_100": 0.47154, - "precision_at_1": 0.04615, - "precision_at_5": 0.04, - "precision_at_10": 0.02615, - "precision_at_25": 0.02277, - "precision_at_50": 0.01477, - "precision_at_100": 0.00846, - "mrr": 0.11222 + "main_score": 0.10816, + "ndcg_at_1": 0.03846, + "ndcg_at_5": 0.09523, + "ndcg_at_10": 0.10816, + "ndcg_at_25": 0.14083, + "ndcg_at_50": 0.15606, + "ndcg_at_100": 0.17113, + "map_at_1": 0.02564, + "map_at_5": 0.06944, + "map_at_10": 0.07425, + "map_at_25": 0.08551, + "map_at_50": 0.08772, + "map_at_100": 0.08908, + "recall_at_1": 0.02564, + "recall_at_5": 0.13462, + "recall_at_10": 0.17094, + "recall_at_25": 0.27885, + "recall_at_50": 0.34509, + "recall_at_100": 0.42384, + "precision_at_1": 0.03846, + "precision_at_5": 0.04615, + "precision_at_10": 0.02949, + "precision_at_25": 0.02, + "precision_at_50": 0.01256, + "precision_at_100": 0.00782, + "mrr": 0.11912 }, { "hf_subset": "pony", @@ -309,12 +309,12 @@ "map_at_25": 0.00727, "map_at_50": 0.00964, "map_at_100": 0.01251, - "Recall_at_1": 0.00114, - "Recall_at_5": 0.00796, - "Recall_at_10": 0.01339, - "Recall_at_25": 0.03609, - "Recall_at_50": 0.08291, - "Recall_at_100": 0.14829, + "recall_at_1": 0.00114, + "recall_at_5": 0.00796, + "recall_at_10": 0.01339, + "recall_at_25": 0.03609, + "recall_at_50": 0.08291, + "recall_at_100": 0.14829, "precision_at_1": 0.01786, "precision_at_5": 0.02679, "precision_at_10": 0.02411, @@ -341,12 +341,12 @@ "map_at_25": 0.15889, "map_at_50": 0.16902, "map_at_100": 0.17461, - "Recall_at_1": 0.0631, - "Recall_at_5": 0.18052, - "Recall_at_10": 0.25103, - "Recall_at_25": 0.36897, - "Recall_at_50": 0.48573, - "Recall_at_100": 0.59652, + "recall_at_1": 0.0631, + "recall_at_5": 0.18052, + "recall_at_10": 0.25103, + "recall_at_25": 0.36897, + "recall_at_50": 0.48573, + "recall_at_100": 0.59652, "precision_at_1": 0.15741, "precision_at_5": 0.11296, "precision_at_10": 0.08981, @@ -373,12 +373,12 @@ "map_at_25": 0.06435, "map_at_50": 0.06724, "map_at_100": 0.06975, - "Recall_at_1": 0.0207, - "Recall_at_5": 0.06526, - "Recall_at_10": 0.08124, - "Recall_at_25": 0.14329, - "Recall_at_50": 0.19654, - "Recall_at_100": 0.27215, + "recall_at_1": 0.0207, + "recall_at_5": 0.06526, + "recall_at_10": 0.08124, + "recall_at_25": 0.14329, + "recall_at_50": 0.19654, + "recall_at_100": 0.27215, "precision_at_1": 0.10811, "precision_at_5": 0.07207, "precision_at_10": 0.04505, @@ -387,6 +387,264 @@ "precision_at_100": 0.01342, "mrr": 0.15804 } + ], + "long": [ + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.59376, + "ndcg_at_1": 0.43103, + "ndcg_at_5": 0.554, + "ndcg_at_10": 0.59376, + "ndcg_at_25": 0.62035, + "ndcg_at_50": 0.62976, + "ndcg_at_100": 0.6368, + "map_at_1": 0.32256, + "map_at_5": 0.48168, + "map_at_10": 0.50423, + "map_at_25": 0.51464, + "map_at_50": 0.51661, + "map_at_100": 0.51743, + "recall_at_1": 0.32256, + "recall_at_5": 0.66667, + "recall_at_10": 0.76796, + "recall_at_25": 0.85489, + "recall_at_50": 0.89655, + "recall_at_100": 0.93534, + "precision_at_1": 0.43103, + "precision_at_5": 0.19483, + "precision_at_10": 0.11724, + "precision_at_25": 0.05448, + "precision_at_50": 0.02879, + "precision_at_100": 0.015, + "mrr": 0.58782 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.52289, + "ndcg_at_1": 0.2963, + "ndcg_at_5": 0.47568, + "ndcg_at_10": 0.52289, + "ndcg_at_25": 0.55106, + "ndcg_at_50": 0.56185, + "ndcg_at_100": 0.56912, + "map_at_1": 0.26343, + "map_at_5": 0.41397, + "map_at_10": 0.43506, + "map_at_25": 0.44327, + "map_at_50": 0.44495, + "map_at_100": 0.44576, + "recall_at_1": 0.26343, + "recall_at_5": 0.63179, + "recall_at_10": 0.77438, + "recall_at_25": 0.88272, + "recall_at_50": 0.93673, + "recall_at_100": 0.9784, + "precision_at_1": 0.2963, + "precision_at_5": 0.15, + "precision_at_10": 0.09167, + "precision_at_25": 0.04222, + "precision_at_50": 0.02241, + "precision_at_100": 0.01167, + "mrr": 0.46558 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.43814, + "ndcg_at_1": 0.26214, + "ndcg_at_5": 0.39481, + "ndcg_at_10": 0.43814, + "ndcg_at_25": 0.48033, + "ndcg_at_50": 0.49347, + "ndcg_at_100": 0.50152, + "map_at_1": 0.24757, + "map_at_5": 0.34639, + "map_at_10": 0.36559, + "map_at_25": 0.37763, + "map_at_50": 0.37958, + "map_at_100": 0.38034, + "recall_at_1": 0.24757, + "recall_at_5": 0.53074, + "recall_at_10": 0.66019, + "recall_at_25": 0.82524, + "recall_at_50": 0.8932, + "recall_at_100": 0.94175, + "precision_at_1": 0.26214, + "precision_at_5": 0.11262, + "precision_at_10": 0.0699, + "precision_at_25": 0.03534, + "precision_at_50": 0.01903, + "precision_at_100": 0.01, + "mrr": 0.38817 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.30969, + "ndcg_at_1": 0.11966, + "ndcg_at_5": 0.24655, + "ndcg_at_10": 0.30969, + "ndcg_at_25": 0.34381, + "ndcg_at_50": 0.36492, + "ndcg_at_100": 0.37637, + "map_at_1": 0.11538, + "map_at_5": 0.1933, + "map_at_10": 0.22116, + "map_at_25": 0.23146, + "map_at_50": 0.23446, + "map_at_100": 0.23551, + "recall_at_1": 0.11538, + "recall_at_5": 0.40171, + "recall_at_10": 0.58974, + "recall_at_25": 0.71795, + "recall_at_50": 0.82906, + "recall_at_100": 0.89744, + "precision_at_1": 0.11966, + "precision_at_5": 0.08889, + "precision_at_10": 0.06581, + "precision_at_25": 0.03214, + "precision_at_50": 0.01829, + "precision_at_100": 0.00991, + "mrr": 0.2395 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.02445, + "ndcg_at_1": 0.0, + "ndcg_at_5": 0.01367, + "ndcg_at_10": 0.02445, + "ndcg_at_25": 0.07261, + "ndcg_at_50": 0.14929, + "ndcg_at_100": 0.24428, + "map_at_1": 0.0, + "map_at_5": 0.00386, + "map_at_10": 0.00673, + "map_at_25": 0.01524, + "map_at_50": 0.02895, + "map_at_100": 0.04587, + "recall_at_1": 0.0, + "recall_at_5": 0.01515, + "recall_at_10": 0.0367, + "recall_at_25": 0.15299, + "recall_at_50": 0.36671, + "recall_at_100": 0.68007, + "precision_at_1": 0.0, + "precision_at_5": 0.01964, + "precision_at_10": 0.02411, + "precision_at_25": 0.03714, + "precision_at_50": 0.04786, + "precision_at_100": 0.04482, + "mrr": 0.07375 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.60912, + "ndcg_at_1": 0.42718, + "ndcg_at_5": 0.55954, + "ndcg_at_10": 0.60912, + "ndcg_at_25": 0.62368, + "ndcg_at_50": 0.63758, + "ndcg_at_100": 0.64179, + "map_at_1": 0.33091, + "map_at_5": 0.49396, + "map_at_10": 0.51914, + "map_at_25": 0.52316, + "map_at_50": 0.52568, + "map_at_100": 0.52612, + "recall_at_1": 0.33091, + "recall_at_5": 0.70146, + "recall_at_10": 0.84304, + "recall_at_25": 0.89968, + "recall_at_50": 0.96602, + "recall_at_100": 0.99029, + "precision_at_1": 0.42718, + "precision_at_5": 0.18252, + "precision_at_10": 0.10971, + "precision_at_25": 0.0466, + "precision_at_50": 0.02505, + "precision_at_100": 0.01282, + "mrr": 0.56827 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.23346, + "ndcg_at_1": 0.11881, + "ndcg_at_5": 0.2069, + "ndcg_at_10": 0.23346, + "ndcg_at_25": 0.29398, + "ndcg_at_50": 0.3203, + "ndcg_at_100": 0.32685, + "map_at_1": 0.11881, + "map_at_5": 0.1731, + "map_at_10": 0.18329, + "map_at_25": 0.19936, + "map_at_50": 0.20353, + "map_at_100": 0.20414, + "recall_at_1": 0.11881, + "recall_at_5": 0.30693, + "recall_at_10": 0.39109, + "recall_at_25": 0.63366, + "recall_at_50": 0.76733, + "recall_at_100": 0.80693, + "precision_at_1": 0.11881, + "precision_at_5": 0.06337, + "precision_at_10": 0.04059, + "precision_at_25": 0.02614, + "precision_at_50": 0.01584, + "precision_at_100": 0.00832, + "mrr": 0.21081 + }, + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.59423, + "ndcg_at_1": 0.37624, + "ndcg_at_5": 0.53669, + "ndcg_at_10": 0.59423, + "ndcg_at_25": 0.61702, + "ndcg_at_50": 0.62263, + "ndcg_at_100": 0.62596, + "map_at_1": 0.35149, + "map_at_5": 0.48901, + "map_at_10": 0.51432, + "map_at_25": 0.52189, + "map_at_50": 0.52268, + "map_at_100": 0.523, + "recall_at_1": 0.35149, + "recall_at_5": 0.65545, + "recall_at_10": 0.82574, + "recall_at_25": 0.90924, + "recall_at_50": 0.93894, + "recall_at_100": 0.95875, + "precision_at_1": 0.37624, + "precision_at_5": 0.14257, + "precision_at_10": 0.09109, + "precision_at_25": 0.04119, + "precision_at_50": 0.02119, + "precision_at_100": 0.01079, + "mrr": 0.53783 + } ] }, "task_name": "BrightRetrieval" diff --git a/results/voyage-large-2-instruct/no_revision_available/BrightRetrieval.json b/results/voyage-large-2-instruct/no_revision_available/BrightRetrieval.json index c495fcc0..4b40de4b 100644 --- a/results/voyage-large-2-instruct/no_revision_available/BrightRetrieval.json +++ b/results/voyage-large-2-instruct/no_revision_available/BrightRetrieval.json @@ -21,12 +21,12 @@ "map_at_25": 0.23207, "map_at_50": 0.23351, "map_at_100": 0.23411, - "Recall_at_1": 0.15935, - "Recall_at_5": 0.25894, - "Recall_at_10": 0.28525, - "Recall_at_25": 0.32265, - "Recall_at_50": 0.3637, - "Recall_at_100": 0.3885, + "recall_at_1": 0.15935, + "recall_at_5": 0.25894, + "recall_at_10": 0.28525, + "recall_at_25": 0.32265, + "recall_at_50": 0.3637, + "recall_at_100": 0.3885, "precision_at_1": 0.26829, "precision_at_5": 0.09756, "precision_at_10": 0.05561, @@ -53,12 +53,12 @@ "map_at_25": 0.19891, "map_at_50": 0.20524, "map_at_100": 0.20885, - "Recall_at_1": 0.07348, - "Recall_at_5": 0.24151, - "Recall_at_10": 0.3118, - "Recall_at_25": 0.41213, - "Recall_at_50": 0.49555, - "Recall_at_100": 0.58017, + "recall_at_1": 0.07348, + "recall_at_5": 0.24151, + "recall_at_10": 0.3118, + "recall_at_25": 0.41213, + "recall_at_50": 0.49555, + "recall_at_100": 0.58017, "precision_at_1": 0.19828, "precision_at_5": 0.1431, "precision_at_10": 0.09914, @@ -85,12 +85,12 @@ "map_at_25": 0.24003, "map_at_50": 0.24445, "map_at_100": 0.2469, - "Recall_at_1": 0.13979, - "Recall_at_5": 0.30962, - "Recall_at_10": 0.41514, - "Recall_at_25": 0.51467, - "Recall_at_50": 0.60986, - "Recall_at_100": 0.72183, + "recall_at_1": 0.13979, + "recall_at_5": 0.30962, + "recall_at_10": 0.41514, + "recall_at_25": 0.51467, + "recall_at_50": 0.60986, + "recall_at_100": 0.72183, "precision_at_1": 0.24648, "precision_at_5": 0.10986, "precision_at_10": 0.07535, @@ -117,12 +117,12 @@ "map_at_25": 0.14619, "map_at_50": 0.1568, "map_at_100": 0.16389, - "Recall_at_1": 0.07683, - "Recall_at_5": 0.1431, - "Recall_at_10": 0.21009, - "Recall_at_25": 0.35848, - "Recall_at_50": 0.43738, - "Recall_at_100": 0.53645, + "recall_at_1": 0.07683, + "recall_at_5": 0.1431, + "recall_at_10": 0.21009, + "recall_at_25": 0.35848, + "recall_at_50": 0.43738, + "recall_at_100": 0.53645, "precision_at_1": 0.16505, "precision_at_5": 0.11456, "precision_at_10": 0.09612, @@ -149,12 +149,12 @@ "map_at_25": 0.07521, "map_at_50": 0.0803, "map_at_100": 0.08355, - "Recall_at_1": 0.00995, - "Recall_at_5": 0.11045, - "Recall_at_10": 0.14971, - "Recall_at_25": 0.25345, - "Recall_at_50": 0.3261, - "Recall_at_100": 0.41417, + "recall_at_1": 0.00995, + "recall_at_5": 0.11045, + "recall_at_10": 0.14971, + "recall_at_25": 0.25345, + "recall_at_50": 0.3261, + "recall_at_100": 0.41417, "precision_at_1": 0.06931, "precision_at_5": 0.07327, "precision_at_10": 0.05644, @@ -181,12 +181,12 @@ "map_at_25": 0.19453, "map_at_50": 0.20294, "map_at_100": 0.20784, - "Recall_at_1": 0.08328, - "Recall_at_5": 0.19782, - "Recall_at_10": 0.31014, - "Recall_at_25": 0.42584, - "Recall_at_50": 0.534, - "Recall_at_100": 0.65502, + "recall_at_1": 0.08328, + "recall_at_5": 0.19782, + "recall_at_10": 0.31014, + "recall_at_25": 0.42584, + "recall_at_50": 0.534, + "recall_at_100": 0.65502, "precision_at_1": 0.18812, "precision_at_5": 0.14257, "precision_at_10": 0.1099, @@ -213,12 +213,12 @@ "map_at_25": 0.05131, "map_at_50": 0.05369, "map_at_100": 0.0547, - "Recall_at_1": 0.01051, - "Recall_at_5": 0.05454, - "Recall_at_10": 0.08655, - "Recall_at_25": 0.11803, - "Recall_at_50": 0.16693, - "Recall_at_100": 0.20383, + "recall_at_1": 0.01051, + "recall_at_5": 0.05454, + "recall_at_10": 0.08655, + "recall_at_25": 0.11803, + "recall_at_50": 0.16693, + "recall_at_100": 0.20383, "precision_at_1": 0.07207, "precision_at_5": 0.06486, "precision_at_10": 0.05045, @@ -245,12 +245,12 @@ "map_at_25": 0.11829, "map_at_50": 0.12454, "map_at_100": 0.13091, - "Recall_at_1": 0.04147, - "Recall_at_5": 0.12661, - "Recall_at_10": 0.20543, - "Recall_at_25": 0.32307, - "Recall_at_50": 0.40798, - "Recall_at_100": 0.5478, + "recall_at_1": 0.04147, + "recall_at_5": 0.12661, + "recall_at_10": 0.20543, + "recall_at_25": 0.32307, + "recall_at_50": 0.40798, + "recall_at_100": 0.5478, "precision_at_1": 0.12037, "precision_at_5": 0.08704, "precision_at_10": 0.075, @@ -277,12 +277,12 @@ "map_at_25": 0.00362, "map_at_50": 0.00398, "map_at_100": 0.00432, - "Recall_at_1": 0.00135, - "Recall_at_5": 0.00507, - "Recall_at_10": 0.0058, - "Recall_at_25": 0.01043, - "Recall_at_50": 0.01873, - "Recall_at_100": 0.03085, + "recall_at_1": 0.00135, + "recall_at_5": 0.00507, + "recall_at_10": 0.0058, + "recall_at_25": 0.01043, + "recall_at_50": 0.01873, + "recall_at_100": 0.03085, "precision_at_1": 0.02679, "precision_at_5": 0.01786, "precision_at_10": 0.01071, @@ -296,32 +296,32 @@ "languages": [ "eng-Latn" ], - "main_score": 0.10128, - "ndcg_at_1": 0.09231, - "ndcg_at_5": 0.09778, - "ndcg_at_10": 0.10128, - "ndcg_at_25": 0.13144, - "ndcg_at_50": 0.15753, - "ndcg_at_100": 0.18175, - "map_at_1": 0.03385, - "map_at_5": 0.0741, - "map_at_10": 0.07716, - "map_at_25": 0.08486, - "map_at_50": 0.08921, - "map_at_100": 0.09167, - "Recall_at_1": 0.03385, - "Recall_at_5": 0.12103, - "Recall_at_10": 0.12872, - "Recall_at_25": 0.24154, - "Recall_at_50": 0.36077, - "Recall_at_100": 0.48872, - "precision_at_1": 0.09231, - "precision_at_5": 0.04923, - "precision_at_10": 0.02769, - "precision_at_25": 0.01785, - "precision_at_50": 0.01262, - "precision_at_100": 0.00862, - "mrr": 0.13921 + "main_score": 0.11098, + "ndcg_at_1": 0.10256, + "ndcg_at_5": 0.09373, + "ndcg_at_10": 0.11098, + "ndcg_at_25": 0.1362, + "ndcg_at_50": 0.16286, + "ndcg_at_100": 0.18396, + "map_at_1": 0.03922, + "map_at_5": 0.07074, + "map_at_10": 0.07972, + "map_at_25": 0.08614, + "map_at_50": 0.09066, + "map_at_100": 0.09276, + "recall_at_1": 0.03922, + "recall_at_5": 0.10333, + "recall_at_10": 0.1543, + "recall_at_25": 0.24512, + "recall_at_50": 0.36477, + "recall_at_100": 0.47314, + "precision_at_1": 0.10256, + "precision_at_5": 0.04872, + "precision_at_10": 0.03205, + "precision_at_25": 0.01897, + "precision_at_50": 0.01333, + "precision_at_100": 0.00885, + "mrr": 0.14895 }, { "hf_subset": "biology", @@ -341,12 +341,12 @@ "map_at_25": 0.17948, "map_at_50": 0.18628, "map_at_100": 0.19024, - "Recall_at_1": 0.05303, - "Recall_at_5": 0.20556, - "Recall_at_10": 0.29298, - "Recall_at_25": 0.41167, - "Recall_at_50": 0.49, - "Recall_at_100": 0.60618, + "recall_at_1": 0.05303, + "recall_at_5": 0.20556, + "recall_at_10": 0.29298, + "recall_at_25": 0.41167, + "recall_at_50": 0.49, + "recall_at_100": 0.60618, "precision_at_1": 0.18447, "precision_at_5": 0.14951, "precision_at_10": 0.10971, @@ -373,12 +373,12 @@ "map_at_25": 0.11497, "map_at_50": 0.12426, "map_at_100": 0.12738, - "Recall_at_1": 0.0434, - "Recall_at_5": 0.11759, - "Recall_at_10": 0.17524, - "Recall_at_25": 0.29522, - "Recall_at_50": 0.41908, - "Recall_at_100": 0.47921, + "recall_at_1": 0.0434, + "recall_at_5": 0.11759, + "recall_at_10": 0.17524, + "recall_at_25": 0.29522, + "recall_at_50": 0.41908, + "recall_at_100": 0.47921, "precision_at_1": 0.12821, "precision_at_5": 0.09744, "precision_at_10": 0.0735, @@ -387,6 +387,264 @@ "precision_at_100": 0.02538, "mrr": 0.2073 } + ], + "long": [ + { + "hf_subset": "psychology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.61979, + "ndcg_at_1": 0.43564, + "ndcg_at_5": 0.57733, + "ndcg_at_10": 0.61979, + "ndcg_at_25": 0.64736, + "ndcg_at_50": 0.64936, + "ndcg_at_100": 0.65503, + "map_at_1": 0.41584, + "map_at_5": 0.52756, + "map_at_10": 0.54605, + "map_at_25": 0.55457, + "map_at_50": 0.5549, + "map_at_100": 0.5554, + "recall_at_1": 0.41584, + "recall_at_5": 0.70693, + "recall_at_10": 0.83564, + "recall_at_25": 0.93894, + "recall_at_50": 0.94884, + "recall_at_100": 0.9835, + "precision_at_1": 0.43564, + "precision_at_5": 0.15644, + "precision_at_10": 0.09208, + "precision_at_25": 0.04238, + "precision_at_50": 0.02139, + "precision_at_100": 0.01109, + "mrr": 0.56895 + }, + { + "hf_subset": "robotics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.32283, + "ndcg_at_1": 0.13861, + "ndcg_at_5": 0.2738, + "ndcg_at_10": 0.32283, + "ndcg_at_25": 0.37159, + "ndcg_at_50": 0.39095, + "ndcg_at_100": 0.40052, + "map_at_1": 0.12871, + "map_at_5": 0.225, + "map_at_10": 0.24578, + "map_at_25": 0.25869, + "map_at_50": 0.26165, + "map_at_100": 0.26247, + "recall_at_1": 0.12871, + "recall_at_5": 0.41089, + "recall_at_10": 0.55941, + "recall_at_25": 0.75743, + "recall_at_50": 0.85644, + "recall_at_100": 0.91584, + "precision_at_1": 0.13861, + "precision_at_5": 0.08713, + "precision_at_10": 0.05842, + "precision_at_25": 0.03168, + "precision_at_50": 0.01782, + "precision_at_100": 0.0095, + "mrr": 0.27335 + }, + { + "hf_subset": "biology", + "languages": [ + "eng-Latn" + ], + "main_score": 0.6266, + "ndcg_at_1": 0.43689, + "ndcg_at_5": 0.58444, + "ndcg_at_10": 0.6266, + "ndcg_at_25": 0.64401, + "ndcg_at_50": 0.65325, + "ndcg_at_100": 0.6549, + "map_at_1": 0.34385, + "map_at_5": 0.5202, + "map_at_10": 0.53855, + "map_at_25": 0.54425, + "map_at_50": 0.54571, + "map_at_100": 0.54587, + "recall_at_1": 0.34385, + "recall_at_5": 0.74434, + "recall_at_10": 0.87055, + "recall_at_25": 0.93689, + "recall_at_50": 0.98058, + "recall_at_100": 0.99029, + "precision_at_1": 0.43689, + "precision_at_5": 0.19417, + "precision_at_10": 0.11262, + "precision_at_25": 0.04854, + "precision_at_50": 0.02544, + "precision_at_100": 0.01282, + "mrr": 0.57453 + }, + { + "hf_subset": "stackoverflow", + "languages": [ + "eng-Latn" + ], + "main_score": 0.38169, + "ndcg_at_1": 0.15385, + "ndcg_at_5": 0.33134, + "ndcg_at_10": 0.38169, + "ndcg_at_25": 0.41324, + "ndcg_at_50": 0.4283, + "ndcg_at_100": 0.43566, + "map_at_1": 0.13675, + "map_at_5": 0.26432, + "map_at_10": 0.28776, + "map_at_25": 0.29627, + "map_at_50": 0.29858, + "map_at_100": 0.29931, + "recall_at_1": 0.13675, + "recall_at_5": 0.52137, + "recall_at_10": 0.66667, + "recall_at_25": 0.79487, + "recall_at_50": 0.87179, + "recall_at_100": 0.91453, + "precision_at_1": 0.15385, + "precision_at_5": 0.11453, + "precision_at_10": 0.07436, + "precision_at_25": 0.03521, + "precision_at_50": 0.01915, + "precision_at_100": 0.01009, + "mrr": 0.30883 + }, + { + "hf_subset": "pony", + "languages": [ + "eng-Latn" + ], + "main_score": 0.08701, + "ndcg_at_1": 0.08929, + "ndcg_at_5": 0.08175, + "ndcg_at_10": 0.08701, + "ndcg_at_25": 0.12796, + "ndcg_at_50": 0.18427, + "ndcg_at_100": 0.26552, + "map_at_1": 0.01281, + "map_at_5": 0.02968, + "map_at_10": 0.03582, + "map_at_25": 0.04562, + "map_at_50": 0.05596, + "map_at_100": 0.0689, + "recall_at_1": 0.01281, + "recall_at_5": 0.05728, + "recall_at_10": 0.09102, + "recall_at_25": 0.18768, + "recall_at_50": 0.35145, + "recall_at_100": 0.62535, + "precision_at_1": 0.08929, + "precision_at_5": 0.07679, + "precision_at_10": 0.0625, + "precision_at_25": 0.04964, + "precision_at_50": 0.04518, + "precision_at_100": 0.04018, + "mrr": 0.21675 + }, + { + "hf_subset": "economics", + "languages": [ + "eng-Latn" + ], + "main_score": 0.47502, + "ndcg_at_1": 0.28155, + "ndcg_at_5": 0.44631, + "ndcg_at_10": 0.47502, + "ndcg_at_25": 0.50757, + "ndcg_at_50": 0.51949, + "ndcg_at_100": 0.5212, + "map_at_1": 0.26699, + "map_at_5": 0.38608, + "map_at_10": 0.39878, + "map_at_25": 0.40753, + "map_at_50": 0.40927, + "map_at_100": 0.40946, + "recall_at_1": 0.26699, + "recall_at_5": 0.62298, + "recall_at_10": 0.70874, + "recall_at_25": 0.83981, + "recall_at_50": 0.90291, + "recall_at_100": 0.91262, + "precision_at_1": 0.28155, + "precision_at_5": 0.13204, + "precision_at_10": 0.07573, + "precision_at_25": 0.03573, + "precision_at_50": 0.01922, + "precision_at_100": 0.00971, + "mrr": 0.41639 + }, + { + "hf_subset": "sustainable_living", + "languages": [ + "eng-Latn" + ], + "main_score": 0.55415, + "ndcg_at_1": 0.34259, + "ndcg_at_5": 0.48871, + "ndcg_at_10": 0.55415, + "ndcg_at_25": 0.57878, + "ndcg_at_50": 0.58972, + "ndcg_at_100": 0.59069, + "map_at_1": 0.31096, + "map_at_5": 0.42764, + "map_at_10": 0.45729, + "map_at_25": 0.46443, + "map_at_50": 0.46619, + "map_at_100": 0.46636, + "recall_at_1": 0.31096, + "recall_at_5": 0.64244, + "recall_at_10": 0.83488, + "recall_at_25": 0.9321, + "recall_at_50": 0.98611, + "recall_at_100": 0.99074, + "precision_at_1": 0.34259, + "precision_at_5": 0.15185, + "precision_at_10": 0.09907, + "precision_at_25": 0.04444, + "precision_at_50": 0.02352, + "precision_at_100": 0.01185, + "mrr": 0.48794 + }, + { + "hf_subset": "earth_science", + "languages": [ + "eng-Latn" + ], + "main_score": 0.61544, + "ndcg_at_1": 0.48276, + "ndcg_at_5": 0.5734, + "ndcg_at_10": 0.61544, + "ndcg_at_25": 0.65196, + "ndcg_at_50": 0.66175, + "ndcg_at_100": 0.66449, + "map_at_1": 0.35345, + "map_at_5": 0.50069, + "map_at_10": 0.524, + "map_at_25": 0.53824, + "map_at_50": 0.54038, + "map_at_100": 0.54071, + "recall_at_1": 0.35345, + "recall_at_5": 0.67744, + "recall_at_10": 0.78376, + "recall_at_25": 0.90661, + "recall_at_50": 0.94971, + "recall_at_100": 0.96408, + "precision_at_1": 0.48276, + "precision_at_5": 0.2, + "precision_at_10": 0.12155, + "precision_at_25": 0.05759, + "precision_at_50": 0.03034, + "precision_at_100": 0.01543, + "mrr": 0.62409 + } ] }, "task_name": "BrightRetrieval" diff --git a/scripts/convert_bright.py b/scripts/convert_bright.py index 55884cea..f7aadb28 100644 --- a/scripts/convert_bright.py +++ b/scripts/convert_bright.py @@ -6,6 +6,7 @@ "MAP": 'map', "MRR": 'mrr', "RECALL": 'recall', + "Recall": 'recall', "P": 'precision', } @@ -25,30 +26,42 @@ "sf": "SFR-Embedding-Mistral", "voyage": "voyage-large-2-instruct", } -folders = os.listdir('bright_scores') -print(folders) -models = set([x.split("_")[-3] for x in folders if os.path.isdir('bright_scores/' + x)]) +folders = os.listdir('bright_scores/main') + os.listdir('bright_scores/long_context') +models = set([x.split("_")[-3] for x in folders if (os.path.isdir('bright_scores/main/' + x) or os.path.isdir('bright_scores/long_context/' + x))]) +print(models) for model in models: print(f"Converting {model}") result_template = { "dataset_revision": "a75a0eb", "mteb_version": "1.12.79", "scores": { - "standard": [] + "standard": [], + "long": [] }, "task_name": "BrightRetrieval", } - for folder in [x for x in folders if (os.path.isdir('bright_scores/' + x)) and (x.split("_")[-3] == model)]: - results_path = 'bright_scores/' + folder + '/results.json' - if len(folder.split("_")) == 4: - split = folder.split("_")[0] - elif len(folder.split("_")) == 5: - split = folder.split("_")[0] + "_" + folder.split("_")[1] + for folder in [ + x for x in folders if (os.path.isdir('bright_scores/main/' + x) or os.path.isdir('bright_scores/long_context/' + x)) and (x.split("_")[-3] == model) + ]: + if os.path.isdir('bright_scores/main/' + folder): + results_path = os.path.join('bright_scores/main', folder, 'results.json') + split = "standard" + else: + results_path = os.path.join('bright_scores/long_context', folder, 'results.json') + assert "long_True" in folder, folder + split = "long" + with open(results_path) as f: results = json.load(f) - result_template['scores']['standard'].append( + + if len(folder.split("_")) == 4: + subset = folder.split("_")[0] + elif len(folder.split("_")) == 5: + subset = folder.split("_")[0] + "_" + folder.split("_")[1] + + result_template['scores'][split].append( { - "hf_subset": split, + "hf_subset": subset, "languages": ["eng-Latn"], "main_score": results["NDCG@10"], **{"_at_".join([REPLACE_MAP.get(x, x) for x in k.split("@")]): v for k,v in results.items()}