Drug-Drug Interaction Prediction on DrugBank both-unseen
58.12AccuracyAIM-DDI
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AIM-DDIBase Model=GIL-DDI2026.05 | 58.12 | 93.89 | 48.01 | 33.53 | 46.43 | 32.09 | |
| AIM-DDIBase Model=MKG-FENN2026.05 | 57.02 | 96.06 | 50.85 | 32.67 | 40.32 | 30.15 | |
| GIL-DDIConfiguration=Baseline2026.05 | 54.49 | 90.81 | 48.36 | 28.06 | 38.97 | 24.92 | |
| AIM-DDIBase Model=DDIMDL2026.05 | 47.88 | 95.03 | 44.17 | 22.93 | 27.24 | 22.19 | |
| MKG-FENNConfiguration=Baseline2026.05 | 46.23 | 91.36 | 42.53 | 21.75 | 27.35 | 21.22 | |
| DDIMDLConfiguration=Baseline2026.05 | 42.62 | 95.03 | 38.24 | 13.81 | 23.16 | 11.93 |