Graph Classification on Molhiv (scaffold)
0.7706ROC-AUCTabICL-pipeline
Evaluation results
| Method | Links | |
|---|---|---|
| TabICL-pipelinentrain=32,901, K=22026.06 | 0.7706 | |
| GINntrain=32,901, K=22026.06 | 0.755 | |
| AIAType=Graph Augmentation2022.11 | 0.7115 | |
| DropEdgeType=Graph Augmentation2022.11 | 0.7078 | |
| VRExType=General Generalization2022.11 | 0.7077 | |
| GroupDROType=General Generalization2022.11 | 0.7064 | |
| OOD-GNNType=Graph Generalization2022.11 | 0.7046 | |
| G-MixupType=Graph Augmentation2022.11 | 0.7001 | |
| ERMType=General Generalization2022.11 | 0.6958 | |
| CIGAType=Graph Generalization2022.11 | 0.694 | |
| M-MixupType=Graph Augmentation2022.11 | 0.6888 | |
| GSATType=Graph Generalization2022.11 | 0.6866 | |
| FLAGType=Graph Augmentation2022.11 | 0.6845 | |
| StableGNNType=Graph Generalization2022.11 | 0.6844 | |
| DIRType=Graph Generalization2022.11 | 0.6807 | |
| DisCType=Graph Generalization2022.11 | 0.6807 | |
| IRMType=General Generalization2022.11 | 0.6797 | |
| GREAType=Graph Augmentation2022.11 | 0.6779 | |
| CALType=Graph Generalization2022.11 | 0.6737 |