Graph Classification on MolHiv GOOD (size)
62.69ROC-AUCGOODFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| GOODFormer2025.08 | 62.69 | |
| GREA2025.08 | 62.59 | |
| Graphormer2025.08 | 62.26 | |
| iMoLD2025.08 | 62.2 | |
| GIL2025.08 | 62 | |
| CAL+2025.08 | 61.17 | |
| GSAT2025.08 | 60.73 | |
| MPAIACLType=Graph augmentation2025.11 | 60.39 | |
| ERMType=General generalization2025.11 | 59.94 | |
| GNN+IRM2025.08 | 59.94 | |
| CIGAType=Graph generalization2025.11 | 59.55 | |
| CIGA2025.08 | 59.55 | |
| FLAGType=Graph augmentation2025.11 | 59.54 | |
| GraphGPS2025.08 | 59.23 | |
| GNN+ERM2025.08 | 59.19 | |
| IRMType=General generalization2025.11 | 59 | |
| G-DROType=General generalization2025.11 | 58.98 | |
| GALAType=Graph generalization2025.11 | 58.76 | |
| VRExType=General generalization2025.11 | 58.53 | |
| GNN+VREx2025.08 | 58.49 | |
| DIR-GNNType=Graph generalization2025.11 | 58.08 | |
| GSATType=Graph generalization2025.11 | 58.06 | |
| DIR2025.08 | 57.67 | |
| AIAType=Graph augmentation2025.11 | 56.3 | |
| D-EdgeType=Graph augmentation2025.11 | 55.76 | |
| EXPHORMER2025.08 | 53.85 | |
| GREAType=Graph augmentation2025.11 | 52.77 | |
| GraphCLType=Graph augmentation2025.11 | 48.87 |