Drug Drug Interaction Extraction On Drugbank
Metrics
AUROC
Accuracy
F1 score
Results
Performance results of various models on this benchmark
Model Name | AUROC | Accuracy | F1 score | Paper Title | Repository |
|---|---|---|---|---|---|
| Ours (CADGL) | 99.49 | 98.21 | 97.79 | CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions | - |
| MHCA-DDI | 86.33 | 78.51 | 83.31 | Drug-Drug Adverse Effect Prediction with Graph Co-Attention | |
| SSI-DDI | 98.95 | 96.33 | 96.38 | SSI–DDI: Substructure–Substructure Interactions for Drug–Drug Interaction Prediction |
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