Molecular Prediction on BBBP full-shot (test)
70.18ROC-AUCSUPThard
Evaluation results
| Method | Links | |
|---|---|---|
| SUPThardPre-training Strategy=ContextPred2024.02 | 70.18 | |
| SUPTsoftPre-training Strategy=ContextPred2024.02 | 70.06 | |
| SUPTsoftPre-training Strategy=EdgePred2024.02 | 69.93 | |
| SUPTsoftPre-training Strategy=GCL2024.02 | 69.79 | |
| SUPThardPre-training Strategy=GCL2024.02 | 69.68 | |
| FTPre-training Strategy=ContextPred2024.02 | 69.65 | |
| SUPThardPre-training Strategy=EdgePred2024.02 | 69.51 | |
| FTPre-training Strategy=GCL2024.02 | 69.49 | |
| GPFPre-training Strategy=EdgePred2024.02 | 69.36 | |
| GPF-plusPre-training Strategy=EdgePred2024.02 | 69.31 | |
| GPFPre-training Strategy=ContextPred2024.02 | 69.04 | |
| GPF-plusPre-training Strategy=ContextPred2024.02 | 68.59 | |
| SUPThardPre-training Strategy=AttrMasking2024.02 | 68.39 | |
| SUPTsoftPre-training Strategy=AttrMasking2024.02 | 68.37 | |
| GPFPre-training Strategy=GCL2024.02 | 68.11 | |
| GPF-plusPre-training Strategy=GCL2024.02 | 67.77 | |
| SUPTsoftPre-training Strategy=Infomax2024.02 | 67.63 | |
| FTPre-training Strategy=Infomax2024.02 | 67.55 | |
| GPFPre-training Strategy=AttrMasking2024.02 | 67.49 | |
| GPF-plusPre-training Strategy=AttrMasking2024.02 | 67.32 | |
| SUPThardPre-training Strategy=Infomax2024.02 | 67.29 | |
| GPF-plusPre-training Strategy=Infomax2024.02 | 67.03 | |
| GPFPre-training Strategy=Infomax2024.02 | 66.58 | |
| FTPre-training Strategy=EdgePred2024.02 | 66.56 | |
| FTPre-training Strategy=AttrMasking2024.02 | 66.33 |