Qualitative Drug-Drug Interaction Prediction on Drugbank
95.98AccuracyMolTC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MolTCMethod Category=Ours2024.02 | 95.98 | 99.12 | |
| DSN-DDIMethod Category=GNN Based2024.02 | 94.93 | 99.01 | |
| CMRLMethod Category=GNN Based2024.02 | 94.83 | 98.76 | |
| CGIBMethod Category=GNN Based2024.02 | 94.68 | 98.6 | |
| SSI-DDIMethod Category=GNN Based2024.02 | 94.12 | 98.38 | |
| MDF-SA-DDIMethod Category=ML Based2024.02 | 93.86 | 97.65 | |
| DeepDDIMethod Category=ML Based2024.02 | 93.15 | 98.06 | |
| MolT5Method Category=LLM Based2024.02 | 89.49 | 93.08 | |
| MolCAMethod Category=LLM Based2024.02 | 87.95 | 94 | |
| Chem T5Method Category=LLM Based2024.02 | 85.83 | 91.97 | |
| GoGNNMethod Category=GNN Based2024.02 | 84.78 | 91.63 | |
| GalacticaMethod Category=LLM Based2024.02 | 79.16 | 86.23 | |
| MHCADDIMethod Category=ML Based2024.02 | 78.5 | 86.33 |