Drug-Drug Interaction Prediction on DeepDDI 86-class (test)
99.97AUROCGenRel-DDI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GenRel-DDIaveraging=micro, variant=C+M(*)2026.01 | 99.97 | 99.15 | 90.76 | 96.32 | |
| GenRel-DDIaveraging=micro, variant=C(*)+M2026.01 | 99.96 | 99.28 | 93.19 | 96.91 | |
| IIB-DDIaveraging=micro2026.01 | 98.67 | — | 96.84 | 96.01 | |
| CGIBaveraging=micro2026.01 | 98.08 | — | 96.53 | 95.76 | |
| DeepDDSaveraging=micro2026.01 | 94.38 | 95.68 | 91.27 | 88.87 | |
| CSGNNaveraging=micro2026.01 | 94.01 | 94.17 | 86.01 | 86.33 | |
| MR-GNNaveraging=micro2026.01 | 93.35 | 94.56 | 90.07 | 87.54 | |
| DSN-DDIaveraging=micro2026.01 | 93.22 | 92.87 | 85.6 | 85.41 | |
| MIRACLEaveraging=micro2026.01 | 92.76 | 96.77 | 93.54 | 90.33 | |
| GoGNNaveraging=micro2026.01 | 92.71 | — | 89.93 | 93.54 | |
| SSI-DDIaveraging=micro2026.01 | 91.79 | 93.47 | 88.23 | 85.38 | |
| DeepDrugaveraging=micro2026.01 | 91.74 | 92.99 | 89.39 | 86.28 | |
| MDF-SA-DDIaveraging=micro2026.01 | 88.84 | — | 96.13 | 94.12 | |
| EPGNN-DSaveraging=micro2026.01 | 85.93 | 88.72 | 84.86 | 80.22 | |
| SMG-DDIaveraging=micro2026.01 | 76.76 | 83.32 | 79.11 | — |