Drug-Drug Interaction Prediction on DrugBank Dataset 1 (test)
72.76AccuracyCMF-ELN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CMF-ELNscenario=known drug–new drug2026.07 | 72.76 | 79.77 | 91.69 | 72.67 | 74.2 | 71.38 | |
| ImageDDIscenario=known drug–new drug2026.07 | 70.49 | 75.23 | 89.81 | 68.25 | 70.22 | 66.79 | |
| MDF-SA-DDIscenario=known drug–new drug2026.07 | 70.29 | 74.37 | 89.01 | 59.93 | 68.73 | 58.48 | |
| MDDI-SCLscenario=known drug–new drug2026.07 | 70.11 | 76.32 | 89.95 | 69.39 | 71.13 | 67.96 | |
| MDNNscenario=known drug–new drug2026.07 | 69.33 | 73.37 | 88.09 | 68.48 | 70.06 | 67.18 | |
| MeT-DDIscenario=known drug–new drug2026.07 | 68.72 | 74.93 | 88.75 | 66.84 | 69.21 | 65.37 | |
| Emer-GNNscenario=known drug–new drug2026.07 | 68.28 | 61.29 | 88.76 | 50.36 | 64.21 | 67.21 | |
| Know-DDIscenario=known drug–new drug2026.07 | 67.12 | 62.48 | 89.71 | 52.09 | 62.79 | 56.28 | |
| MKG-FENNscenario=known drug–new drug2026.07 | 66.25 | 73.59 | 88.48 | 64.08 | 67.28 | 61.89 |