Graph Classification on CMNIST color
36.37AccuracyAIA
Evaluation Results
| Method | Links | |
|---|---|---|
| AIAType=Graph Augmentation2022.11 | 36.37 | |
| DIRType=Graph Generalization2022.11 | 33.2 | |
| FLAGType=Graph Augmentation2022.11 | 32.3 | |
| CIGAType=Graph Generalization2022.11 | 32.22 | |
| G-MixupType=Graph Augmentation2022.11 | 31.85 | |
| GroupDROType=General Generalization2022.11 | 29.07 | |
| GREAType=Graph Augmentation2022.11 | 29.02 | |
| ERMType=General Generalization2022.11 | 28.6 | |
| VRExType=General Generalization2022.11 | 28.48 | |
| StableGNNType=Graph Generalization2022.11 | 28.38 | |
| GSATType=Graph Generalization2022.11 | 28.17 | |
| CALType=Graph Generalization2022.11 | 27.99 | |
| IRMType=General Generalization2022.11 | 27.83 | |
| OOD-GNNType=Graph Generalization2022.11 | 26.49 | |
| M-MixupType=Graph Augmentation2022.11 | 26.47 | |
| DisCType=Graph Generalization2022.11 | 24.99 | |
| DropEdgeType=Graph Augmentation2022.11 | 22.65 |