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[Fixing Test Cases] Allow 0 in label image test cases #134

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This PR contains:

  • a new test-case for the benchmark
    • I hereby confirm that NO LLM-based technology (such as github copilot) was used while writing this benchmark
  • new dependencies in requirements.txt
    • The environment.yml file was updated using the command conda env export > environment.yml
  • new generator-functions allowing to sample from other LLMs
  • new samples (sample_....jsonl files)
  • new benchmarking results (..._results.jsonl files)
  • documentation update
  • bug fixes

Related github issue (if relevant): closes #130

Short description:

  • Test cases involving label images will now accept 0 as a valid label if the LLM solution includes it.

How do you think will this influence the benchmark results?

  • Broadly increases the scoring for these test_cases (in my view, nearer to expectation)

Why do you think it makes sense to merge this PR?

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@haesleinhuepf haesleinhuepf left a comment

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Great @ian-coccimiglio and thanks for working on this!

While I agree that in some cases label 0 should be counted and/or measured, I don't think that this is the case in third test-case "workflow_batch_process_folder_count_labels" (see comment below).

I would merge two of the three cases if nobody objects.

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Successfully merging this pull request may close these issues.

[Fixing Test Cases] Label Images - When should 0 be considered a label?
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