Drug-Drug Interaction Prediction on ZhangDDI Binary (test)
98.23AUROCGenRel-DDI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GenRel-DDIaveraging=micro, variant=C(*)+M2026.01 | 98.23 | 96.44 | 92.5 | 93.74 | |
| MIRACLEaveraging=micro2026.01 | 96.44 | 93.09 | 85.16 | 93.16 | |
| MR-GNNaveraging=micro2026.01 | 96.18 | 92.63 | 82.93 | 91.9 | |
| GenRel-DDIaveraging=micro, variant=C+M(*)2026.01 | 96.01 | 92.31 | 87.62 | 89.47 | |
| IIB-DDIaveraging=micro2026.01 | 94.88 | — | 85.25 | 88.31 | |
| CGIBaveraging=micro2026.01 | 94.43 | — | 84.53 | 87.32 | |
| MDF-SA-DDIaveraging=micro2026.01 | 94.03 | — | 83.67 | 86.89 | |
| DeepDrugaveraging=micro2026.01 | 93.35 | 92.33 | 82.89 | 85.67 | |
| DeepDDSaveraging=micro2026.01 | 93.2 | 92.08 | 82.79 | 85.63 | |
| SSI-DDIaveraging=micro2026.01 | 93.14 | 92.09 | 81.96 | 85.35 | |
| GoGNNaveraging=micro2026.01 | 92.35 | — | 81.54 | 84.14 | |
| CSGNNaveraging=micro2026.01 | 91.71 | 89.02 | 83.6 | 84.14 | |
| DSN-DDIaveraging=micro2026.01 | 91.13 | 86.42 | 87.68 | 86.65 | |
| EPGNN-DSaveraging=micro2026.01 | 90.83 | 88.96 | 80.07 | 82.4 | |
| SMG-DDIaveraging=micro2026.01 | 90.49 | 90.04 | 81.29 | — |