Drug-Drug Interaction Prediction on DrugBank (transductive)
99.35AUCMPNP-DDI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPNP-DDISetting=transductive2025.09 | 99.35 | 99.02 | 97 | 97.82 | |
| SSI-DDISetting=transductive2025.09 | 98.95 | 98.57 | 95.09 | 97.7 | |
| MR-GNNSetting=transductive2025.09 | 98.87 | 98.57 | 94.48 | 97.78 | |
| GMPNN-CSSetting=transductive2025.09 | 98.46 | 97.94 | 93.6 | 97.22 | |
| GMPNN-USetting=transductive2025.09 | 98.32 | 97.77 | 93.19 | 97.07 | |
| GAT-DDISetting=transductive2025.09 | 95.21 | 93.56 | 87.04 | 93.56 | |
| MHCADDISetting=transductive2025.09 | 91.16 | 89.26 | 78.9 | 92.26 |