Drug-Drug Interaction prediction on DrugMap 2024
64.73AccuracyDisTrans
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DisTransRatio=70%, Source Domain=ITCM2026.05 | 64.73 | 67.63 | 68.56 | |
| DSN-DDISource Domain=ITCM2026.05 | 63.28 | 62.71 | 63.73 | |
| DisTransRatio=50%, Source Domain=ITCM2026.05 | 62.36 | 62.41 | 62.93 | |
| DisTransRatio=30%, Source Domain=ITCM2026.05 | 62.1 | 59.93 | 61.02 | |
| Meta-MolNetSource Domain=ITCM2026.05 | 61.25 | 60.68 | 59.85 | |
| BITSource Domain=ITCM2026.05 | 60.97 | 60.03 | 53.69 | |
| IGIB-ISESource Domain=ITCM2026.05 | 60.03 | 61.36 | 61.03 | |
| CGIBSource Domain=ITCM2026.05 | 59.42 | 63.26 | 61.34 | |
| CMRLSource Domain=ITCM2026.05 | 58.91 | 60.07 | 53.58 | |
| CausalGIBSource Domain=ITCM2026.05 | 56.85 | 58.81 | 56.33 | |
| CIGINSource Domain=ITCM2026.05 | 56.73 | 57.48 | 58.59 | |
| MPNNSource Domain=ITCM2026.05 | 54.77 | 54.95 | 56.78 | |
| GCNSource Domain=ITCM2026.05 | 54.54 | 54.69 | 57.14 | |
| GINESource Domain=ITCM2026.05 | 53.25 | 53.35 | 54.88 | |
| SSI-DDISource Domain=ITCM2026.05 | 53.25 | 45.23 | 50.55 | |
| MMGNNSource Domain=ITCM2026.05 | 52.44 | 52.44 | 56.43 | |
| GATSource Domain=ITCM2026.05 | 50.17 | 50.39 | 54.11 | |
| SA-DDISource Domain=ITCM2026.05 | 49.15 | 47.38 | 49.88 | |
| MIRACLESource Domain=ITCM2026.05 | 48.73 | 37.48 | 40.54 |