Graph Classification on Motif (size)
92.4AccuracyRIA-RICE
Evaluation Results
| Method | Links | |
|---|---|---|
| RIA-RICE2026.04 | 92.4 | |
| RICE2026.04 | 92.2 | |
| ERM2026.04 | 92.1 | |
| Coral2026.04 | 92.1 | |
| DANN2026.04 | 92.1 | |
| GSAT2026.04 | 92.1 | |
| GroupDRO2026.04 | 91.6 | |
| IRM2026.04 | 91.6 | |
| VREx2026.04 | 91.6 | |
| Mixup2026.04 | 91.5 | |
| DIR2026.04 | 75.6 | |
| MPAIACLType=Graph augmentation2025.11 | 69.44 | |
| FLAGType=Graph augmentation2025.11 | 66.78 | |
| ERMType=General generalization2025.11 | 65.59 | |
| AIAType=Graph augmentation2025.11 | 65.42 | |
| G-DROType=General generalization2025.11 | 64.69 | |
| IRMType=General generalization2025.11 | 64.68 | |
| AIAType=Graph Augmentation2022.11 | 55.85 | |
| GREAType=Graph Augmentation2022.11 | 54.13 | |
| GSATType=Graph Generalization2022.11 | 53.2 | |
| G-MixupType=Graph Augmentation2022.11 | 52.81 | |
| VRExType=General Generalization2022.11 | 52.67 | |
| OOD-GNNType=Graph Generalization2022.11 | 52.61 | |
| DIRType=Graph Generalization2022.11 | 52.27 | |
| GroupDROType=General Generalization2022.11 | 51.95 | |
| CIGAType=Graph generalization2025.11 | 51.95 | |
| VRExType=General generalization2025.11 | 51.9 | |
| ERMType=General Generalization2022.11 | 51.74 | |
| FLAGType=Graph Augmentation2022.11 | 51.66 | |
| M-MixupType=Graph Augmentation2022.11 | 51.48 | |
| IRMType=General Generalization2022.11 | 51.41 | |
| CALType=Graph Generalization2022.11 | 51.18 | |
| DisCType=Graph Generalization2022.11 | 50.39 | |
| CIGAType=Graph Generalization2022.11 | 49.14 | |
| DIR-GNNType=Graph generalization2025.11 | 47.12 | |
| StableGNNType=Graph Generalization2022.11 | 46.93 | |
| DropEdgeType=Graph Augmentation2022.11 | 45.63 | |
| GSATType=Graph generalization2025.11 | 37.33 | |
| D-EdgeType=Graph augmentation2025.11 | 37.31 | |
| GraphCLType=Graph augmentation2025.11 | 36.05 | |
| DropEdge2026.04 | 34.8 | |
| RIA-IRM2026.04 | 33.5 | |
| RIA-VREx2026.04 | 33.5 |