Molecular prediction on BACE full-shot (test)
85.27ROC-AUCSUPTsoft
Evaluation results
| Method | Links | |
|---|---|---|
| SUPTsoftPre-training Strategy=ContextPred2024.02 | 85.27 | |
| SUPTsoftPre-training Strategy=AttrMasking2024.02 | 85.22 | |
| SUPThardPre-training Strategy=ContextPred2024.02 | 85.21 | |
| GPFPre-training Strategy=ContextPred2024.02 | 85.03 | |
| GPF-plusPre-training Strategy=AttrMasking2024.02 | 85.01 | |
| SUPThardPre-training Strategy=AttrMasking2024.02 | 84.98 | |
| GPFPre-training Strategy=AttrMasking2024.02 | 84.77 | |
| FTPre-training Strategy=ContextPred2024.02 | 84.66 | |
| GPF-plusPre-training Strategy=ContextPred2024.02 | 84.5 | |
| SUPThardPre-training Strategy=Infomax2024.02 | 84.05 | |
| SUPTsoftPre-training Strategy=Infomax2024.02 | 84.01 | |
| GPFPre-training Strategy=Infomax2024.02 | 83.24 | |
| GPF-plusPre-training Strategy=Infomax2024.02 | 82.96 | |
| SUPThardPre-training Strategy=EdgePred2024.02 | 81.72 | |
| SUPTsoftPre-training Strategy=EdgePred2024.02 | 81.44 | |
| FTPre-training Strategy=Infomax2024.02 | 81.32 | |
| FTPre-training Strategy=AttrMasking2024.02 | 80.94 | |
| GPF-plusPre-training Strategy=EdgePred2024.02 | 80.91 | |
| FTPre-training Strategy=EdgePred2024.02 | 80.9 | |
| GPFPre-training Strategy=EdgePred2024.02 | 79.76 | |
| SUPThardPre-training Strategy=GCL2024.02 | 79.17 | |
| SUPTsoftPre-training Strategy=GCL2024.02 | 78.92 | |
| GPF-plusPre-training Strategy=GCL2024.02 | 77.84 | |
| GPFPre-training Strategy=GCL2024.02 | 76.67 | |
| FTPre-training Strategy=GCL2024.02 | 75.51 |