Graph Classification on Molbace scaffold split
0.8047ROC AUCCCIN
Evaluation results
| Method | Links | |
|---|---|---|
| CCIN2026.05 | 0.8047 | |
| MPAIACLType=Graph augmentation2025.11 | 0.7911 | |
| GREAType=Graph augmentation2025.11 | 0.7878 | |
| MSPN2026.05 | 0.7864 | |
| DIR-GNNType=Graph generalization2025.11 | 0.7798 | |
| AIAType=Graph augmentation2025.11 | 0.7774 | |
| CWN2026.05 | 0.7705 | |
| FLAGType=Graph augmentation2025.11 | 0.7693 | |
| GIN2026.05 | 0.7673 | |
| HGIN2026.05 | 0.7668 | |
| ERMType=General generalization2025.11 | 0.7662 | |
| CIGAType=Graph generalization2025.11 | 0.7439 | |
| GSATType=Graph generalization2025.11 | 0.7384 | |
| GALAType=Graph generalization2025.11 | 0.7093 | |
| D-EdgeType=Graph augmentation2025.11 | 0.7012 | |
| IRMType=General generalization2025.11 | 0.6915 | |
| G-DROType=General generalization2025.11 | 0.671 | |
| VRExType=General generalization2025.11 | 0.667 | |
| GraphCLType=Graph augmentation2025.11 | 0.6295 |