| Paper | Code | Accuracy | Params (M) | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Patient Trajectory Prediction: Integrating Clinical Notes with Transformers | ✓ Link | 86.59 | 137 | ClinicalMosaic | 2025-02-25 |
| SciFive: a text-to-text transformer model for biomedical literature | ✓ Link | 86.57 | 738 | SciFive-large | 2021-05-28 |
| BioELECTRA:Pretrained Biomedical text Encoder using Discriminators | ✓ Link | 86.34 | 110 | BioELECTRA-Base | 2021-06-11 |
| CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters | ✓ Link | 84.95 | CharacterBERT (base, medical) | 2020-10-20 | |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | ✓ Link | 84.00 | NCBI_BERT(base) (P+M) | 2019-06-13 | |
| BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks | ✓ Link | 83.83 | BiomedGPT-B | 2023-05-26 | |
| Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference | 83.45 | BioBERT-MIMIC | 2019-08-01 |