Herb-Herb Interaction Prediction on TCMM Target (Source: ITCM)
62.32F1 ScoreDisTrans70%
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DisTrans70%Source Dataset=ITCM, Transfer Setting=IDHT, Training Data Ratio=70%2026.05 | 62.32 | 55.29 | |
| DisTrans50%Source Dataset=ITCM, Transfer Setting=IDHT, Training Data Ratio=50%2026.05 | 56.53 | 53.83 | |
| DisTrans30%Source Dataset=ITCM, Transfer Setting=IDHT, Training Data Ratio=30%2026.05 | 54.11 | 52.25 | |
| CGIBSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 52.16 | 53.48 | |
| CMRLSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 51.77 | 53.42 | |
| Meta-MolNetSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 49.57 | 51.36 | |
| MMGNNSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 47.35 | 53.82 | |
| BITSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 46.96 | 50.22 | |
| SSI-DDISource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 46.34 | 49.69 | |
| CIGINSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 46.32 | 36.43 | |
| CausalGIBSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 46.15 | 52.36 | |
| DSN-DDISource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 45.7 | 40.32 | |
| IGIB-ISESource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 45.56 | 52.38 | |
| SA-DDISource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 44.12 | 47.5 | |
| MIRACLESource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 40.69 | 44.54 | |
| GINESource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 14.58 | 38.62 | |
| MPNNSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 13.42 | 37.53 | |
| GATSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 11.48 | 33.57 | |
| GCNSource Dataset=ITCM, Transfer Setting=IDHT2026.05 | 9.36 | 33.92 |