Qualitative Drug-Drug Interaction Prediction on DeepDDI
96.7AccuracyMolTC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MolTCMethod Category=Ours2024.02 | 96.7 | 99.05 | |
| CMRLMethod Category=GNN Based2024.02 | 96.37 | 98.98 | |
| CGIBMethod Category=GNN Based2024.02 | 96.23 | 98.45 | |
| DSN-DDIMethod Category=GNN Based2024.02 | 95.64 | 98.01 | |
| SSI-DDIMethod Category=GNN Based2024.02 | 95.27 | 98.42 | |
| MDF-SA-DDIMethod Category=ML Based2024.02 | 95.12 | 97.84 | |
| GoGNNMethod Category=GNN Based2024.02 | 93.54 | 92.71 | |
| DeepDDIMethod Category=ML Based2024.02 | 92.39 | 98.11 | |
| MHCADDIMethod Category=ML Based2024.02 | 87.01 | 88.64 | |
| MolT5Method Category=LLM Based2024.02 | 86.82 | 90.08 | |
| MolCAMethod Category=LLM Based2024.02 | 82.95 | 88.52 | |
| Chem T5Method Category=LLM Based2024.02 | 75.58 | 84.42 | |
| GalacticaMethod Category=LLM Based2024.02 | 71.5 | 79.07 |