Graph Classification on Motif base
92.5AccuracyGSAT
Evaluation Results
| Method | Links | |
|---|---|---|
| GSAT2026.04 | 92.5 | |
| RIA-RICE2026.04 | 92.4 | |
| RICE2026.04 | 92.4 | |
| ERM2026.04 | 92.3 | |
| Coral2026.04 | 92.3 | |
| DANN2026.04 | 92.3 | |
| GroupDRO2026.04 | 91.8 | |
| IRM2026.04 | 91.8 | |
| Mixup2026.04 | 91.8 | |
| VREx2026.04 | 91.8 | |
| DIR2026.04 | 82.2 | |
| MPAIACLType=Graph augmentation2025.11 | 81.64 | |
| ERMType=General generalization2025.11 | 81.37 | |
| FLAGType=Graph augmentation2025.11 | 79.04 | |
| AIAType=Graph augmentation2025.11 | 76.26 | |
| G-DROType=General generalization2025.11 | 75.3 | |
| DIR-GNNType=Graph generalization2025.11 | 75.07 | |
| IRMType=General generalization2025.11 | 74.79 | |
| AIAType=Graph Augmentation2022.11 | 73.64 | |
| VRExType=General Generalization2022.11 | 71.47 | |
| IRMType=General Generalization2022.11 | 70.65 | |
| M-MixupType=Graph Augmentation2022.11 | 70.08 | |
| CIGAType=Graph generalization2025.11 | 68.87 | |
| ERMType=General Generalization2022.11 | 68.66 | |
| GroupDROType=General Generalization2022.11 | 68.24 | |
| CIGAType=Graph Generalization2022.11 | 66.43 | |
| CALType=Graph Generalization2022.11 | 65.63 | |
| GSATType=Graph Generalization2022.11 | 62.8 | |
| DIRType=Graph Generalization2022.11 | 62.07 | |
| FLAGType=Graph Augmentation2022.11 | 61.12 | |
| OOD-GNNType=Graph Generalization2022.11 | 61.1 | |
| G-MixupType=Graph Augmentation2022.11 | 59.66 | |
| StableGNNType=Graph Generalization2022.11 | 57.07 | |
| GREAType=Graph Augmentation2022.11 | 56.74 | |
| VRExType=General generalization2025.11 | 56.18 | |
| GSATType=Graph generalization2025.11 | 52.2 | |
| DisCType=Graph Generalization2022.11 | 51.08 | |
| DropEdgeType=Graph Augmentation2022.11 | 45.08 | |
| GraphCLType=Graph augmentation2025.11 | 37.68 | |
| D-EdgeType=Graph augmentation2025.11 | 34.9 | |
| DropEdge2026.04 | 34.7 | |
| RIA-IRM2026.04 | 33.7 | |
| RIA-VREx2026.04 | 32.2 |