Qualitative Drug-Drug Interaction Prediction on ZhangDDI
89.4AccuracyMolTC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MolTCMethod Category=Ours2024.02 | 89.4 | 95.48 | |
| CMRLMethod Category=GNN Based2024.02 | 87.78 | 94.68 | |
| DSN-DDIMethod Category=GNN Based2024.02 | 87.65 | 94.63 | |
| CGIBMethod Category=GNN Based2024.02 | 87.32 | 94.18 | |
| SSI-DDIMethod Category=GNN Based2024.02 | 86.97 | 93.76 | |
| MDF-SA-DDIMethod Category=ML Based2024.02 | 86.89 | 94.03 | |
| GoGNNMethod Category=GNN Based2024.02 | 84.1 | 92.35 | |
| DeepDDIMethod Category=ML Based2024.02 | 83.35 | 91.13 | |
| MHCADDIMethod Category=ML Based2024.02 | 77.86 | 86.94 | |
| MolT5Method Category=LLM Based2024.02 | 76.46 | 89.06 | |
| Chem T5Method Category=LLM Based2024.02 | 72.34 | 89.31 | |
| MolCAMethod Category=LLM Based2024.02 | 68.21 | 88.53 | |
| GalacticaMethod Category=LLM Based2024.02 | 67.2 | 78.74 |