Molecular prediction on ClinTox 100-shot (test)
65.02ROC-AUCGPF
Evaluation Results
| Method | Links | |
|---|---|---|
| GPFPre-training Strategy=EdgePred2022.09 | 65.02 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 63.05 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 62.73 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 62.68 | |
| FTPre-training Strategy=AttrMasking2022.09 | 61.16 | |
| GPFPre-training Strategy=GCL2022.09 | 60.44 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 60.22 | |
| FTPre-training Strategy=EdgePred2022.09 | 58.5 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 57.68 | |
| GPFPre-training Strategy=Infomax2022.09 | 56.49 | |
| GPFPre-training Strategy=ContextPred2022.09 | 54.31 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 54.02 | |
| FTPre-training Strategy=ContextPred2022.09 | 51.48 | |
| FTPre-training Strategy=Infomax2022.09 | 50.9 | |
| FTPre-training Strategy=GCL2022.09 | 48.13 |