Graph Classification on BBBP
73.15ROC-AUCLR-GMP
Evaluation Results
| Method | Links | |
|---|---|---|
| LR-GMPBackbone=GIN, Pre-training Method=EdgePred2026.04 | 73.15 | |
| VGPBackbone=GIN, Pre-training Method=EdgePred2026.04 | 70.17 | |
| GTTok.=Adj, Mode=Trunc.2026.05 | 70.14 | |
| GPFBackbone=GIN, Pre-training Method=EdgePred2026.04 | 69.57 | |
| GPPT w/o olBackbone=GIN, Pre-training Method=EdgePred2026.04 | 69.43 | |
| GraphPromptBackbone=GIN, Pre-training Method=EdgePred2026.04 | 69.29 | |
| GPF-plusBackbone=GIN, Pre-training Method=EdgePred2026.04 | 69.06 | |
| GTTok.=Comb., Mode=Trunc.2026.05 | 68.99 | |
| GTTok.=Comb., Mode=Pad.2026.05 | 68.52 | |
| GTTok.=Lap, Mode=Trunc.2026.05 | 68.45 | |
| GTTok.=Adj, Mode=Pad.2026.05 | 67.9 | |
| GTTok.=RW, Mode=Pad.2026.05 | 67.05 | |
| GTTok.=RW, Mode=Trunc.2026.05 | 67.04 | |
| FTBackbone=GIN, Pre-training Method=EdgePred2026.04 | 66.56 | |
| GIN2026.05 | 66.46 | |
| GTTok.=Lap, Mode=Pad.2026.05 | 65.98 | |
| GPPTBackbone=GIN, Pre-training Method=EdgePred2026.04 | 64.13 | |
| DeepSet2026.05 | 61.37 |