| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Biomedical Named Entity Recognition at Scale | ✓ Link | 86.26 | BLSTM-CNN-Char (SparkNLP) | 2020-11-12 |
| Biomedical Named Entity Recognition at Scale | ✓ Link | 86.26 | Spark NLP | 2020-11-12 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | ✓ Link | 87.02 | BioFLAIR | 2019-08-13 |
| A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining | ✓ Link | 88.0 | BERN | 2019-06-04 |
| []() | 89.72 | aimped | ||
| BERN2: an advanced neural biomedical named entity recognition and normalization tool | ✓ Link | 92.7 | BERN2 | 2022-01-06 |