| Benchmark | Model | Rank | Results |
|---|---|---|---|
| named-entity-recognition-on-bc4chemd | BertForTokenClassification (Spark NLP) | #1 | F1: 94.39 |
| named-entity-recognition-on-bionlp13-cg | BertForTokenClassification (Spark NLP) | #2 | F1: 87.83 |
| named-entity-recognition-ner-on-bc5cdr | BertForTokenClassification (Spark NLP) | #4 | F1: 90.89 |
| named-entity-recognition-on-anatem | BertForTokenClassification (Spark NLP) | #4 | F1: 91.65 |