Named Entity Recognition (NER) on LINNAEUS
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERN2 | 92.7 | No | BERN2: an advanced neural biomedical named entit... | 2022-01-06 | Code |
| 2 | aimped | 89.72 | No | - | - | - |
| 3 | BERN | 88 | No | - | - | Code |
| 4 | BioFLAIR | 87.02 | Yes | BioFLAIR: Pretrained Pooled Contextualized Embed... | 2019-08-13 | Code |
| 5 | BLSTM-CNN-Char (SparkNLP) | 86.26 | No | Biomedical Named Entity Recognition at Scale | 2020-11-12 | Code |
| 6 | Spark NLP | 86.26 | No | Biomedical Named Entity Recognition at Scale | 2020-11-12 | Code |