Metric: Micro F1 (higher is better)
| # | Model↕ | Micro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DESC+MOL+SciBERT | 84.08 | No | - | - | Code |
| 2 | SciFive-large | 83.67 | No | SciFive: a text-to-text transformer model for bi... | 2021-05-28 | Code |
| 3 | PubMedBERT | 82.36 | No | Domain-Specific Language Model Pretraining for B... | 2020-07-31 | Code |
| 4 | BioBERT | 80.88 | No | BioBERT: a pre-trained biomedical language repre... | 2019-01-25 | Code |
| 5 | CharacterBERT (base, medical) | 80.38 | No | CharacterBERT: Reconciling ELMo and BERT for Wor... | 2020-10-20 | Code |
| 6 | ELECTRAMed | 79.13 | Yes | ELECTRAMed: a new pre-trained language represent... | 2021-04-19 | Code |
| 7 | Hierarchy Bi-LSTMs +Att.+SDP | 72.9 | No | - | - | - |
| 8 | MOL+CNN | 72.55 | No | Enhancing Drug-Drug Interaction Extraction from ... | 2018-05-15 | - |
| 9 | Graph Kernel-based method | 68.4 | No | - | - | - |
| 10 | Feature-based SVM | 67 | No | - | - | - |