Molecular Prediction on MUV 100-shot (test)
0.67ROC-AUCGPF-plus
Evaluation Results
| Method | Links | |
|---|---|---|
| GPF-plusPre-training Strategy=Infomax2022.09 | 0.67 | |
| GPFPre-training Strategy=Infomax2022.09 | 0.6652 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 0.6647 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 0.6589 | |
| FTPre-training Strategy=Infomax2022.09 | 0.6588 | |
| GPFPre-training Strategy=ContextPred2022.09 | 0.658 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 0.6558 | |
| GPFPre-training Strategy=EdgePred2022.09 | 0.6547 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 0.6537 | |
| FTPre-training Strategy=AttrMasking2022.09 | 0.649 | |
| FTPre-training Strategy=ContextPred2022.09 | 0.6487 | |
| FTPre-training Strategy=EdgePred2022.09 | 0.6432 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 0.5568 | |
| GPFPre-training Strategy=GCL2022.09 | 0.5406 | |
| FTPre-training Strategy=GCL2022.09 | 0.5393 |