Named Entity Recognition on i2b2-10
87.4Micro F1 (span-level)BioBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BioBERTPre-training tokens=18B2020.10 | 87.4 | — | |
| ClinicalBERTPre-training tokens=0.5B2020.10 | 87.4 | — | |
| SciBERTPre-training tokens=3.1B2020.10 | 87.3 | — | |
| BERTPre-training tokens=3.3B2020.10 | 85.8 | — | |
| ForumBERTPre-training tokens=0.6B2020.10 | 85.2 | — | |
| TwitterBERTPre-training tokens=0.9B2020.10 | 84.8 | — | |
| BERT2022.01 | — | 83.5 | |
| BioBERT2022.01 | — | 86.5 | |
| Clinical-Big Bird2022.01 | — | 87.2 | |
| Clinical-Longformer2022.01 | — | 88.7 | |
| ClinicalBERT2022.01 | — | 86.1 |