Graph Classification on DrugOOD EC50 Assay-based OOD shift Realistic
84.77ROC-AUCOracle
Evaluation results
| Method | Links | |
|---|---|---|
| OracleBackbone=GIN, Architecture=Interpretable GNN2023.10 | 84.77 | |
| GALABackbone=GIN, Architecture=Interpretable GNN2023.10 | 77.56 | |
| IRMBackbone=GIN, Architecture=Interpretable GNN2023.10 | 77.14 | |
| ERMBackbone=GIN, Architecture=Interpretable GNN2023.10 | 76.42 | |
| GSATBackbone=GIN, Architecture=Interpretable GNN2023.10 | 76.07 | |
| V-RexBackbone=GIN, Architecture=Interpretable GNN2023.10 | 75.57 | |
| CALBackbone=GIN, Architecture=Interpretable GNN2023.10 | 75.1 | |
| CIGABackbone=GIN, Architecture=Interpretable GNN2023.10 | 75.03 | |
| XGNNBackbone=GIN, Architecture=Interpretable GNN2023.10 | 72.99 | |
| GILBackbone=GIN, Architecture=Interpretable GNN2023.10 | 70.56 | |
| GREABackbone=GIN, Architecture=Interpretable GNN2023.10 | 66.87 | |
| IB-IRMBackbone=GIN, Architecture=Interpretable GNN2023.10 | 64.7 | |
| EIILBackbone=GIN, Architecture=Interpretable GNN2023.10 | 64.2 | |
| DisCBackbone=GIN, Architecture=Interpretable GNN2023.10 | 61.94 | |
| MoleOODBackbone=GIN, Architecture=Interpretable GNN2023.10 | 61.49 |