Molecular prediction on ClinTox full-shot (test)
77.36ROC-AUCSUPTsoft
Evaluation results
| Method | Links | |
|---|---|---|
| SUPTsoftPre-training Strategy=AttrMasking2024.02 | 77.36 | |
| SUPTsoftPre-training Strategy=Infomax2024.02 | 76.08 | |
| SUPThardPre-training Strategy=Infomax2024.02 | 75.65 | |
| SUPTsoftPre-training Strategy=ContextPred2024.02 | 75.55 | |
| SUPThardPre-training Strategy=AttrMasking2024.02 | 75.25 | |
| FTPre-training Strategy=GCL2024.02 | 75.17 | |
| SUPThardPre-training Strategy=ContextPred2024.02 | 74.9 | |
| FTPre-training Strategy=AttrMasking2024.02 | 74.46 | |
| GPF-plusPre-training Strategy=AttrMasking2024.02 | 74.17 | |
| GPFPre-training Strategy=Infomax2024.02 | 74.14 | |
| FTPre-training Strategy=ContextPred2024.02 | 73.71 | |
| GPF-plusPre-training Strategy=Infomax2024.02 | 73.61 | |
| GPFPre-training Strategy=ContextPred2024.02 | 73.15 | |
| GPF-plusPre-training Strategy=ContextPred2024.02 | 72.73 | |
| GPFPre-training Strategy=AttrMasking2024.02 | 72.72 | |
| SUPTsoftPre-training Strategy=GCL2024.02 | 71.21 | |
| SUPTsoftPre-training Strategy=EdgePred2024.02 | 70.41 | |
| FTPre-training Strategy=Infomax2024.02 | 70.06 | |
| SUPThardPre-training Strategy=EdgePred2024.02 | 69.97 | |
| GPF-plusPre-training Strategy=EdgePred2024.02 | 69.58 | |
| GPFPre-training Strategy=GCL2024.02 | 69.48 | |
| SUPThardPre-training Strategy=GCL2024.02 | 69.47 | |
| FTPre-training Strategy=EdgePred2024.02 | 69.07 | |
| GPF-plusPre-training Strategy=GCL2024.02 | 68.89 | |
| GPFPre-training Strategy=EdgePred2024.02 | 67.92 |