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@@ -85,4 +85,4 @@ time,unique_identifier,dataset,method,ensemble,approved,test_performance,val_per | |
| 08/21/2024,66c6b8fa3a6e2,PCQM4Mv2,GraphGPT(MLM tv10k),No,Yes,0.0803508622332648,0.084,Alibaba-DT,Alibaba,Qifang Zhao,[email protected],[email protected],1.3.6,https://github.com/alibaba/graph-gpt,https://arxiv.org/abs/2401.00529,453388801.0,"lr: [0.0001*, 0.0003], num_layers: [12,24,48*], hidden_channels: [512,768*], dropout: [0*, 0.1], path-dropout: [0, 0.1, 0.2*], epochs: [16,32*,40], mask: [0.8,0,0.2]",4 Nvidia L40S,1 Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz,30 hours,30 mins | ||
| 08/29/2024,66d0876e230d8,PCQM4Mv2,GraphGPT(MLM tv0),No,Yes,0.0801959041247291,0.08,Alibaba-DT,Alibaba,Qifang Zhao,[email protected],[email protected],1.3.6,https://github.com/alibaba/graph-gpt,https://arxiv.org/abs/2401.00529,453388801.0,"lr: [0.0001*, 0.0003], num_layers: [12,24,48*], hidden_channels: [512,768*], dropout: [0*, 0.1], path-dropout: [0, 0.1, 0.2*], epochs: [16,32*,40], add 74k valid data",4 Nvidia L40S,1 Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz,30 hours,30 mins | ||
| 11/30/2024,674bd4826379a,PCQM4Mv2,GraphGPT(use 3D),No,Yes,0.0716717852083678,0.07,Alibaba-DT,Alibaba,Qifang Zhao,[email protected],[email protected],1.3.6,https://github.com/alibaba/graph-gpt,https://arxiv.org/abs/2401.00529,455887108.0,"lr: [0.0001*, 0.0003], num_layers: [12,24,48*], hidden_channels: [512,768*], dropout: [0*, 0.1], path-dropout: [0, 0.05*, 0.1, 0.2], epochs: [16,32*,40], add 65k valid data",8 Nvidia L40S,1 Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz,60 hours,10 mins | ||
| 2024/12/31,677404423c21c,PCQM4Mv2,GraphGPT-L48(use 3D),No,Not yet,0.0709272299260622,0.0682,Alibaba-DT,Alibaba,Qifang Zhao,[email protected],[email protected],1.3.6,https://github.com/alibaba/graph-gpt,https://arxiv.org/abs/2401.00529,810486788.0,"lr: [0.00015*, 0.0003], num_layers: [12,24,48*], hidden_channels: [768,1024*], dropout: [0*, 0.1], path-dropout: [0, 0.05*, 0.1, 0.2], epochs: [16,32*,40], add 65k valid data",16 Nvidia L40S,1 Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz,48 hours,15 mins | ||
| 2024/12/31,677404423c21c,PCQM4Mv2,GraphGPT-L48(use 3D),No,Yes,0.0709272299260622,0.0682,Alibaba-DT,Alibaba,Qifang Zhao,[email protected],[email protected],1.3.6,https://github.com/alibaba/graph-gpt,https://arxiv.org/abs/2401.00529,810486788.0,"lr: [0.00015*, 0.0003], num_layers: [12,24,48*], hidden_channels: [768,1024*], dropout: [0*, 0.1], path-dropout: [0, 0.05*, 0.1, 0.2], epochs: [16,32*,40], add 65k valid data",16 Nvidia L40S,1 Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz,48 hours,15 mins | ||