Molecular prediction on Tox21 full-shot (test)
80.9ROC-AUCSUPTsoft
Evaluation results
| Method | Links | |
|---|---|---|
| SUPTsoftPre-training Strategy=EdgePred2024.02 | 80.9 | |
| SUPThardPre-training Strategy=EdgePred2024.02 | 80.76 | |
| SUPTsoftPre-training Strategy=ContextPred2024.02 | 80.12 | |
| SUPThardPre-training Strategy=ContextPred2024.02 | 80 | |
| GPF-plusPre-training Strategy=ContextPred2024.02 | 79.95 | |
| GPF-plusPre-training Strategy=EdgePred2024.02 | 79.91 | |
| GPFPre-training Strategy=ContextPred2024.02 | 79.9 | |
| SUPTsoftPre-training Strategy=AttrMasking2024.02 | 79.73 | |
| GPFPre-training Strategy=EdgePred2024.02 | 79.69 | |
| SUPThardPre-training Strategy=AttrMasking2024.02 | 79.5 | |
| SUPThardPre-training Strategy=Infomax2024.02 | 79.14 | |
| SUPTsoftPre-training Strategy=Infomax2024.02 | 78.98 | |
| GPF-plusPre-training Strategy=AttrMasking2024.02 | 78.83 | |
| FTPre-training Strategy=EdgePred2024.02 | 78.67 | |
| GPFPre-training Strategy=AttrMasking2024.02 | 78.66 | |
| FTPre-training Strategy=Infomax2024.02 | 78.57 | |
| GPF-plusPre-training Strategy=Infomax2024.02 | 78.5 | |
| FTPre-training Strategy=ContextPred2024.02 | 78.29 | |
| FTPre-training Strategy=AttrMasking2024.02 | 78.28 | |
| GPFPre-training Strategy=Infomax2024.02 | 78.13 | |
| SUPThardPre-training Strategy=GCL2024.02 | 73.44 | |
| SUPTsoftPre-training Strategy=GCL2024.02 | 73.4 | |
| FTPre-training Strategy=GCL2024.02 | 73.35 | |
| GPF-plusPre-training Strategy=GCL2024.02 | 73.06 | |
| GPFPre-training Strategy=GCL2024.02 | 72.15 |