Herb-Herb Interaction (HHI) Prediction on ITCM (TCMM)
73.72AccuracyDisTrans
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DisTransTransfer Ratio=70%2026.05 | 73.72 | 71.55 | 74.86 | |
| DisTransTransfer Ratio=50%2026.05 | 71.91 | 69.77 | 73.32 | |
| CGIB2026.05 | 70.85 | 71.73 | 69.63 | |
| DisTransTransfer Ratio=30%2026.05 | 70.26 | 68.12 | 72.32 | |
| CMRL2026.05 | 70.15 | 71.83 | 70.49 | |
| MIRACLE2026.05 | 68.54 | 71.29 | 71.83 | |
| IGIB-ISE2026.05 | 68.27 | 72.15 | 70.09 | |
| MMGNN2026.05 | 68.21 | 69.32 | 69.6 | |
| CausalGIB2026.05 | 67.53 | 65.56 | 67.53 | |
| SSI-DDI2026.05 | 66.76 | 69.18 | 70.16 | |
| BIT2026.05 | 66.23 | 65.87 | 62.35 | |
| SA-DDI2026.05 | 65.73 | 68.45 | 68.81 | |
| Meta-MolNet2026.05 | 65.71 | 62.91 | 63.22 | |
| DisTransRatio=70%, Source Domain=ZhangDDI2026.05 | 64.98 | 65.65 | 67.39 | |
| GAT2026.05 | 63.52 | 65.27 | 65.66 | |
| CIGIN2026.05 | 62.98 | 64.55 | 65.41 | |
| DisTransRatio=50%, Source Domain=ZhangDDI2026.05 | 62.91 | 64.53 | 65.26 | |
| DSN-DDI2026.05 | 62.45 | 64.77 | 65.63 | |
| DisTransRatio=70%, Source Domain=ZhangDDI2026.05 | 62.45 | 60.78 | 65.61 | |
| CGIBSource Domain=ZhangDDI2026.05 | 62.43 | 63.04 | 61.61 | |
| GINE2026.05 | 61.29 | 63.46 | 64.17 | |
| GCN2026.05 | 61.05 | 62.64 | 63.56 | |
| BITSource Domain=ZhangDDI2026.05 | 61.01 | 59.62 | 60.26 | |
| MPNN2026.05 | 60.77 | 63.24 | 63.91 | |
| CMRLSource Domain=ZhangDDI2026.05 | 60.38 | 61.64 | 61.62 | |
| DisTransRatio=30%, Source Domain=ZhangDDI2026.05 | 60.15 | 63.14 | 63.25 | |
| GATSource Domain=ZhangDDI2026.05 | 60.07 | 41.12 | 53.75 | |
| DisTransRatio=50%, Source Domain=ZhangDDI2026.05 | 59.86 | 52.29 | 60.36 | |
| GINESource Domain=ZhangDDI2026.05 | 59.78 | 41.9 | 53.58 | |
| GCNSource Domain=ZhangDDI2026.05 | 59.52 | 41.26 | 53.42 | |
| MPNNSource Domain=ZhangDDI2026.05 | 59.46 | 41.33 | 53.54 | |
| SSI-DDISource Domain=ZhangDDI2026.05 | 57.99 | 58.52 | 58.34 | |
| MMGNNSource Domain=ZhangDDI2026.05 | 57.76 | 59.11 | 59.61 | |
| SA-DDISource Domain=ZhangDDI2026.05 | 56.66 | 57.43 | 56.87 | |
| DSN-DDISource Domain=ZhangDDI2026.05 | 56.62 | 53.36 | 56.48 | |
| DisTransRatio=30%, Source Domain=ZhangDDI2026.05 | 56.36 | 59.91 | 60.01 | |
| CausalGIBSource Domain=ZhangDDI2026.05 | 56.36 | 61.12 | 58.96 | |
| SSI-DDISource Domain=ZhangDDI2026.05 | 55.82 | 48.66 | 54.68 | |
| Meta-MolNetSource Domain=ZhangDDI2026.05 | 55.35 | 60.22 | 61.12 | |
| IGIB-ISESource Domain=ZhangDDI2026.05 | 54.85 | 60.16 | 58.66 | |
| IGIB-ISESource Domain=ZhangDDI2026.05 | 54.25 | 47.96 | 59.14 | |
| CausalGIBSource Domain=ZhangDDI2026.05 | 53.63 | 48.62 | 59.21 | |
| MIRACLESource Domain=ZhangDDI2026.05 | 53.47 | 56.07 | 56.14 | |
| Meta-MolNetSource Domain=ZhangDDI2026.05 | 53.26 | 50.22 | 58.65 | |
| CIGINSource Domain=ZhangDDI2026.05 | 53.16 | 54.26 | 55.12 | |
| MMGNNSource Domain=ZhangDDI2026.05 | 52.46 | 49.78 | 59.16 | |
| CGIBSource Domain=ZhangDDI2026.05 | 52.23 | 55.67 | 58.96 | |
| CMRLSource Domain=ZhangDDI2026.05 | 52.17 | 54.16 | 59.05 | |
| SA-DDISource Domain=ZhangDDI2026.05 | 51.76 | 46.87 | 55.64 | |
| BITSource Domain=ZhangDDI2026.05 | 51.23 | 58.95 | 58.96 | |
| MIRACLESource Domain=ZhangDDI2026.05 | 50.38 | 43.22 | 50.21 | |
| MPNNSource Domain=ZhangDDI2026.05 | 48.42 | 15.81 | 47.94 | |
| DSN-DDISource Domain=ZhangDDI2026.05 | 47.46 | 47.88 | 50.64 | |
| CIGINSource Domain=ZhangDDI2026.05 | 47.22 | 42.42 | 46.52 | |
| GINESource Domain=ZhangDDI2026.05 | 46.18 | 23.16 | 45.04 | |
| GATSource Domain=ZhangDDI2026.05 | 40.72 | 13.88 | 43.85 | |
| GCNSource Domain=ZhangDDI2026.05 | 40.18 | 15.36 | 43.36 |