Graph Classification on CMNIST color GOOD
53.3AccuracyGALA
Evaluation Results
| Method | Links | |
|---|---|---|
| GALAType=Graph generalization2025.11 | 53.3 | |
| MPAIACLType=Graph augmentation2025.11 | 42.35 | |
| AIAType=Graph augmentation2025.11 | 36.37 | |
| DIR-GNNType=Graph generalization2025.11 | 33.2 | |
| FLAGType=Graph augmentation2025.11 | 32.3 | |
| CIGAType=Graph generalization2025.11 | 32.22 | |
| G-DROType=General generalization2025.11 | 29.07 | |
| GREAType=Graph augmentation2025.11 | 29.02 | |
| ERMType=General generalization2025.11 | 28.6 | |
| VRExType=General generalization2025.11 | 28.48 | |
| GSATType=Graph generalization2025.11 | 28.17 | |
| IRMType=General generalization2025.11 | 27.83 | |
| D-EdgeType=Graph augmentation2025.11 | 15.07 | |
| GraphCLType=Graph augmentation2025.11 | 10.39 |