Molecular prediction on HIV (test)
79.42ROC AUCSUPThard
Evaluation Results
| Method | Links | |
|---|---|---|
| SUPThardPre-training Strategy=ContextPred2024.02 | 79.42 | |
| SUPTsoftPre-training Strategy=ContextPred2024.02 | 79.39 | |
| FTPre-training Strategy=ContextPred2022.09 | 79.2 | |
| FTPre-training Strategy=ContextPred2024.02 | 79.2 | |
| SUPTsoftPre-training Strategy=AttrMasking2024.02 | 79.15 | |
| SUPThardPre-training Strategy=AttrMasking2024.02 | 79.1 | |
| GPFPre-training Strategy=AttrMasking2022.09 | 78.86 | |
| GPFPre-training Strategy=ContextPred2022.09 | 78.62 | |
| GPF-plusPre-training Strategy=ContextPred2022.09 | 78.4 | |
| FTPre-training Strategy=GCL2022.09 | 78.26 | |
| FTPre-training Strategy=GCL2024.02 | 78.26 | |
| GPF-plusPre-training Strategy=AttrMasking2022.09 | 78.13 | |
| GPF-plusPre-training Strategy=ContextPred2024.02 | 78.1 | |
| SUPThardPre-training Strategy=Infomax2024.02 | 77.96 | |
| SUPTsoftPre-training Strategy=EdgePred2024.02 | 77.95 | |
| SUPTsoftPre-training Strategy=Infomax2024.02 | 77.94 | |
| FTPre-training Strategy=AttrMasking2022.09 | 77.9 | |
| FTPre-training Strategy=AttrMasking2024.02 | 77.9 | |
| SUPThardPre-training Strategy=EdgePred2024.02 | 77.79 | |
| GPFPre-training Strategy=ContextPred2024.02 | 77.77 | |
| GPF-plusPre-training Strategy=EdgePred2024.02 | 77.77 | |
| GPF-plusPre-training Strategy=Infomax2022.09 | 77.73 | |
| FTPre-training Strategy=Infomax2022.09 | 77.71 | |
| FTPre-training Strategy=Infomax2024.02 | 77.71 | |
| GPF-plusPre-training Strategy=EdgePred2022.09 | 77.65 | |
| GPF-plusPre-training Strategy=AttrMasking2024.02 | 77.64 | |
| GPFPre-training Strategy=EdgePred2022.09 | 77.6 | |
| GPFPre-training Strategy=EdgePred2024.02 | 77.53 | |
| GPF-plusPre-training Strategy=GCL2022.09 | 77.51 | |
| FTPre-training Strategy=EdgePred2022.09 | 77.44 | |
| FTPre-training Strategy=EdgePred2024.02 | 77.44 | |
| GPFPre-training Strategy=AttrMasking2024.02 | 77.09 | |
| GPFPre-training Strategy=Infomax2024.02 | 76.67 | |
| GPFPre-training Strategy=Infomax2022.09 | 76.49 | |
| SUPTsoftPre-training Strategy=GCL2024.02 | 76.44 | |
| SUPThardPre-training Strategy=GCL2024.02 | 76.22 | |
| GPF-plusPre-training Strategy=GCL2024.02 | 75.9 | |
| GPF-plusPre-training Strategy=Infomax2024.02 | 75.6 | |
| GPFPre-training Strategy=GCL2022.09 | 75.52 | |
| GPFPre-training Strategy=GCL2024.02 | 75.12 | |
| GPPT (w/o ol)Pre-training Strategy=EdgePred2022.09 | 73.19 | |
| GPPTw/o olPre-training Strategy=EdgePred2024.02 | 73.19 | |
| GPPTPre-training Strategy=EdgePred2022.09 | 60.54 | |
| GPPTPre-training Strategy=EdgePred2024.02 | 60.54 | |
| GraphPromptPre-training Strategy=EdgePred2022.09 | 59.31 | |
| GraphPromptPre-training Strategy=EdgePred2024.02 | 59.31 |