Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ClinicalMosaic | 86.59 | No | Patient Trajectory Prediction: Integrating Clini... | 2025-02-25 | Code |
| 2 | SciFive-large | 86.57 | No | SciFive: a text-to-text transformer model for bi... | 2021-05-28 | Code |
| 3 | BioELECTRA-Base | 86.34 | No | - | - | Code |
| 4 | CharacterBERT (base, medical) | 84.95 | No | CharacterBERT: Reconciling ELMo and BERT for Wor... | 2020-10-20 | Code |
| 5 | NCBI_BERT(base) (P+M) | 84 | No | Transfer Learning in Biomedical Natural Language... | 2019-06-13 | Code |
| 6 | BiomedGPT-B | 83.83 | No | BiomedGPT: A Generalist Vision-Language Foundati... | 2023-05-26 | Code |
| 7 | BioBERT-MIMIC | 83.45 | No | - | - | - |