Graph Classification on Molbbbp (scaffold)
70.79ROC-AUCAIA
Evaluation Results
| Method | Links | |
|---|---|---|
| AIAType=Graph Augmentation2022.11 | 70.79 | |
| CCIN2026.05 | 69.81 | |
| GREAType=Graph Augmentation2022.11 | 69.72 | |
| MPAIACLType=Graph augmentation2025.11 | 69.64 | |
| M-MixupType=Graph Augmentation2022.11 | 68.75 | |
| VRExType=General Generalization2022.11 | 68.74 | |
| VRExType=General generalization2025.11 | 68.74 | |
| ERMType=General Generalization2022.11 | 68.1 | |
| ERMType=General generalization2025.11 | 68.1 | |
| CALType=Graph Generalization2022.11 | 68.06 | |
| AIAType=Graph augmentation2025.11 | 68.03 | |
| FLAGType=Graph Augmentation2022.11 | 67.69 | |
| FLAGType=Graph augmentation2025.11 | 67.69 | |
| HGIN2026.05 | 67.69 | |
| GREAType=Graph augmentation2025.11 | 67.65 | |
| G-MixupType=Graph Augmentation2022.11 | 67.44 | |
| IRMType=General Generalization2022.11 | 67.22 | |
| IRMType=General generalization2025.11 | 67.22 | |
| DisCType=Graph Generalization2022.11 | 67.12 | |
| GIN2026.05 | 67.08 | |
| DIRType=Graph Generalization2022.11 | 66.86 | |
| DIR-GNNType=Graph generalization2025.11 | 66.86 | |
| GSATType=Graph Generalization2022.11 | 66.78 | |
| GSATType=Graph generalization2025.11 | 66.78 | |
| StableGNNType=Graph Generalization2022.11 | 66.74 | |
| OOD-GNNType=Graph Generalization2022.11 | 66.72 | |
| DropEdgeType=Graph Augmentation2022.11 | 66.49 | |
| GroupDROType=General Generalization2022.11 | 66.47 | |
| G-DROType=General generalization2025.11 | 66.47 | |
| MSPN2026.05 | 66.35 | |
| CWN2026.05 | 65.46 | |
| CIGAType=Graph Generalization2022.11 | 64.92 | |
| CIGAType=Graph generalization2025.11 | 64.92 | |
| GraphCLType=Graph augmentation2025.11 | 61.13 | |
| D-EdgeType=Graph augmentation2025.11 | 60.03 | |
| GALAType=Graph generalization2025.11 | 57.8 |