Molecular prediction on Tox21 100-shot (test)
0.6489ROC-AUCGPF-plus
Evaluation Results
| Method | Links | |
|---|---|---|
| GPF-plusPre-training Strategy=ContextPred2022.09 | 0.6489 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 0.648 | |
| GPFPre-training Strategy=ContextPred2022.09 | 0.6391 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 0.6389 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 0.6336 | |
| GPFPre-training Strategy=EdgePred2022.09 | 0.6335 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 0.6248 | |
| GPFPre-training Strategy=Infomax2022.09 | 0.6154 | |
| FTPre-training Strategy=EdgePred2022.09 | 0.6148 | |
| FTPre-training Strategy=AttrMasking2022.09 | 0.6095 | |
| FTPre-training Strategy=ContextPred2022.09 | 0.6074 | |
| FTPre-training Strategy=Infomax2022.09 | 0.6046 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 0.5742 | |
| GPFPre-training Strategy=GCL2022.09 | 0.5546 | |
| FTPre-training Strategy=GCL2022.09 | 0.4847 |