Molecular prediction on ToxCast full-shot (test)
68.5ROC-AUCSUPTsoft
Evaluation results
| Method | Links | |
|---|---|---|
| SUPTsoftPre-training Strategy=ContextPred2024.02 | 68.5 | |
| SUPThardPre-training Strategy=ContextPred2024.02 | 68.4 | |
| GPF-plusPre-training Strategy=ContextPred2024.02 | 67.72 | |
| GPFPre-training Strategy=ContextPred2024.02 | 67.68 | |
| SUPTsoftPre-training Strategy=AttrMasking2024.02 | 67.02 | |
| SUPThardPre-training Strategy=AttrMasking2024.02 | 66.79 | |
| SUPTsoftPre-training Strategy=EdgePred2024.02 | 66.65 | |
| SUPTsoftPre-training Strategy=Infomax2024.02 | 66.53 | |
| GPF-plusPre-training Strategy=AttrMasking2024.02 | 66.53 | |
| SUPThardPre-training Strategy=Infomax2024.02 | 66.48 | |
| SUPThardPre-training Strategy=EdgePred2024.02 | 66.44 | |
| FTPre-training Strategy=ContextPred2024.02 | 66.39 | |
| FTPre-training Strategy=EdgePred2024.02 | 66.29 | |
| GPFPre-training Strategy=AttrMasking2024.02 | 66.09 | |
| GPFPre-training Strategy=Infomax2024.02 | 65.96 | |
| GPF-plusPre-training Strategy=Infomax2024.02 | 65.83 | |
| GPFPre-training Strategy=EdgePred2024.02 | 65.7 | |
| GPF-plusPre-training Strategy=EdgePred2024.02 | 65.66 | |
| FTPre-training Strategy=AttrMasking2024.02 | 65.34 | |
| FTPre-training Strategy=Infomax2024.02 | 65.16 | |
| SUPTsoftPre-training Strategy=GCL2024.02 | 63.42 | |
| SUPThardPre-training Strategy=GCL2024.02 | 63.35 | |
| FTPre-training Strategy=GCL2024.02 | 62.54 | |
| GPF-plusPre-training Strategy=GCL2024.02 | 61.47 | |
| GPFPre-training Strategy=GCL2024.02 | 60.73 |