| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Accurate clinical and biomedical Named entity recognition at scale00079-3/fulltext) | ✓ Link | 94.39 | BertForTokenClassification (Spark NLP) | 2022-07-19 |
| Biomedical Named Entity Recognition at Scale | ✓ Link | 93.72 | BLSTM-CNN-Char (SparkNLP) | 2020-11-12 |
| BERN2: an advanced neural biomedical named entity recognition and normalization tool | ✓ Link | 92.8 | BERN2 | 2022-01-06 |
| []() | 92.45 | aimped | ||
| A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining | ✓ Link | 91.2 | BERN | 2019-06-04 |
| An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition | ✓ Link | 91.14 | Att-BiLSTM-CRF | 2019-04-15 |
| UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition | ✓ Link | 89.21 | UniNER-7B | 2023-08-07 |