Graph property prediction on PPI
71.75ROC AUCSpecMatch-CL
Evaluation Results
| Method | Links | |
|---|---|---|
| SpecMatch-CLPre-Train dataset=PPI-306K2025.11 | 71.75 | |
| SimGRACEPre-Train dataset=PPI-306K2025.11 | 70.25 | |
| AD-GCL-FIXPre-Train Dataset=PPI-306K2021.06 | 68.83 | |
| GraphCLPre-Train Dataset=PPI-306K2021.06 | 67.88 | |
| GraphCLPre-Train dataset=PPI-306K2025.11 | 67.88 | |
| EdgePredPre-Train Dataset=PPI-306K2021.06 | 65.7 | |
| EdgePredPre-Train dataset=PPI-306K2025.11 | 65.7 | |
| AttrMaskingPre-Train Dataset=PPI-306K2021.06 | 65.2 | |
| AttrMaskingPre-Train dataset=PPI-306K2025.11 | 65.2 | |
| No Pre-TrainPre-Train Dataset=None2021.06 | 64.8 | |
| No Pre-TrainPre-Train dataset=None2025.11 | 64.8 | |
| JOAOPre-Train dataset=PPI-306K2025.11 | 64.43 | |
| ContextPredPre-Train Dataset=PPI-306K2021.06 | 64.4 | |
| ContextPredPre-Train dataset=PPI-306K2025.11 | 64.4 | |
| InfoGraphPre-Train Dataset=PPI-306K2021.06 | 64.1 |