Molecular Prediction on BBBP 100-shot (test)
56.97ROC-AUCGPF-plus
Evaluation Results
| Method | Links | |
|---|---|---|
| GPF-plusPre-training Strategy=Infomax2022.09 | 56.97 | |
| GPFPre-training Strategy=Infomax2022.09 | 56.38 | |
| FTPre-training Strategy=Infomax2022.09 | 56.29 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 55.23 | |
| GPFPre-training Strategy=EdgePred2022.09 | 55.13 | |
| FTPre-training Strategy=AttrMasking2022.09 | 54.56 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 54.2 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 53.62 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 53.58 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 52.47 | |
| GPFPre-training Strategy=ContextPred2022.09 | 52.33 | |
| GPFPre-training Strategy=GCL2022.09 | 51.34 | |
| FTPre-training Strategy=EdgePred2022.09 | 51.27 | |
| FTPre-training Strategy=ContextPred2022.09 | 50.42 | |
| FTPre-training Strategy=GCL2022.09 | 44.06 |