Graph Classification on Molclintox scaffold split
89.52ROC AUCGSAT
Evaluation Results
| Method | Links | |
|---|---|---|
| GSATType=Graph generalization2025.11 | 89.52 | |
| GREAType=Graph augmentation2025.11 | 88.37 | |
| MPAIACLType=Graph augmentation2025.11 | 87.9 | |
| AIAType=Graph augmentation2025.11 | 87.87 | |
| FLAGType=Graph augmentation2025.11 | 86.83 | |
| ERMType=General generalization2025.11 | 85.94 | |
| VRExType=General generalization2025.11 | 79.1 | |
| G-DROType=General generalization2025.11 | 79.06 | |
| D-EdgeType=Graph augmentation2025.11 | 78.13 | |
| DIR-GNNType=Graph generalization2025.11 | 71.51 | |
| CIGAType=Graph generalization2025.11 | 58.95 | |
| IRMType=General generalization2025.11 | 58.68 | |
| GraphCLType=Graph augmentation2025.11 | 47.56 |