Graph Classification on MolHiv GOOD (scaffold)
71.15ROC AUCAIA
Evaluation Results
| Method | Links | |
|---|---|---|
| AIAType=Graph augmentation2025.11 | 71.15 | |
| GOODFormer2025.08 | 70.38 | |
| GNN+IRM2025.08 | 70.17 | |
| GSAT2025.08 | 70.07 | |
| CAL+2025.08 | 70.03 | |
| MPAIACLType=Graph augmentation2025.11 | 69.69 | |
| ERMType=General generalization2025.11 | 69.58 | |
| GNN+ERM2025.08 | 69.55 | |
| CIGAType=Graph generalization2025.11 | 69.4 | |
| CIGA2025.08 | 69.4 | |
| Graphormer2025.08 | 69.38 | |
| GNN+VREx2025.08 | 69.34 | |
| EXPHORMER2025.08 | 69.24 | |
| G-DROType=General generalization2025.11 | 69.17 | |
| iMoLD2025.08 | 69.06 | |
| GREA2025.08 | 69.05 | |
| GSATType=Graph generalization2025.11 | 68.66 | |
| FLAGType=Graph augmentation2025.11 | 68.45 | |
| DIR2025.08 | 68.44 | |
| DIR-GNNType=Graph generalization2025.11 | 68.07 | |
| IRMType=General generalization2025.11 | 67.97 | |
| GraphGPS2025.08 | 67.9 | |
| GREAType=Graph augmentation2025.11 | 67.79 | |
| GALAType=Graph generalization2025.11 | 67.37 | |
| GIL2025.08 | 67.18 | |
| VRExType=General generalization2025.11 | 66.62 | |
| D-EdgeType=Graph augmentation2025.11 | 56.32 | |
| GraphCLType=Graph augmentation2025.11 | 50.71 |