Molecular Prediction on ToxCast 100-shot (test)
0.5942ROC-AUCGPF-plus
Evaluation Results
| Method | Links | |
|---|---|---|
| GPF-plusPre-training Strategy=EdgePred2022.09 | 0.5942 | |
| GPFPre-training Strategy=EdgePred2022.09 | 0.5909 | |
| FTPre-training Strategy=EdgePred2022.09 | 0.5828 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 0.5802 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 0.5772 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 0.5766 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 0.5764 | |
| GPFPre-training Strategy=ContextPred2022.09 | 0.5732 | |
| GPFPre-training Strategy=Infomax2022.09 | 0.5731 | |
| FTPre-training Strategy=ContextPred2022.09 | 0.56 | |
| FTPre-training Strategy=AttrMasking2022.09 | 0.5584 | |
| FTPre-training Strategy=Infomax2022.09 | 0.5534 | |
| GPFPre-training Strategy=GCL2022.09 | 0.5378 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 0.5307 | |
| FTPre-training Strategy=GCL2022.09 | 0.5191 |