Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DESC+MOL+SciBERT | 0.8408 | No | - | - | Code |
| 2 | SciFive-large | 0.8367 | No | SciFive: a text-to-text transformer model for bi... | 2021-05-28 | Code |
| 3 | PubMedBERT | 0.8236 | No | Domain-Specific Language Model Pretraining for B... | 2020-07-31 | Code |
| 4 | BioBERT | 0.8088 | No | BioBERT: a pre-trained biomedical language repre... | 2019-01-25 | Code |
| 5 | Hierarchy Bi-LSTMs +Att.+SDP | 0.729 | No | - | - | - |
| 6 | MOL+CNN | 0.7255 | No | Enhancing Drug-Drug Interaction Extraction from ... | 2018-05-15 | - |
| 7 | Graph Kernel-based method | 0.684 | No | - | - | - |
| 8 | Feature-based SVM | 0.67 | No | - | - | - |