Named Entity Recognition on i2b2 2014 (test)
98.6PrecisionMASK-ClinicalBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MASK-ClinicalBERTEntity=ID2024.10 | 98.6 | 99.3 | 98.9 | |
| MASK-BioBERTEntity=DATE2024.10 | 97.4 | 97.4 | 97.4 | |
| MASK-ClinicalBERTEntity=NAME2024.10 | 97 | 97 | 97 | |
| MASK-BioBERTEntity=NAME2024.10 | 96.3 | 96 | 98.5 | |
| MASK-ClinicalBERTEntity=DATE2024.10 | 96 | 98.2 | 97.1 | |
| MASK-BioBERTEntity=Micro Avg2024.10 | 95.9 | 96.4 | 96.5 | |
| MASK-BioBERTEntity=Weighted Avg2024.10 | 95.8 | 96.1 | 96.4 | |
| MASK-BioBERTEntity=AGE2024.10 | 95.6 | 97.8 | 96.7 | |
| MASK-BioBERTEntity=CONTACT2024.10 | 95.5 | 92.8 | 94.1 | |
| MASK-ClinicalBERTEntity=Micro Avg2024.10 | 95.5 | 96.3 | 95.9 | |
| MASK-ClinicalBERTEntity=Weighted Avg2024.10 | 95.3 | 96.3 | 95.8 | |
| MASK-BioBERTEntity=ID2024.10 | 94.8 | 97.3 | 98.8 | |
| MASK-ClinicalBERTEntity=CONTACT2024.10 | 94.7 | 96 | 95.4 | |
| MASK-BioBERTEntity=LOCATION2024.10 | 93.3 | 90.3 | 92.8 | |
| MASK-ClinicalBERTEntity=AGE2024.10 | 93 | 97.4 | 95.1 | |
| MASK-ClinicalBERTEntity=LOCATION2024.10 | 91.9 | 92.2 | 92.1 | |
| MASK-ClinicalBERTEntity=PROFESSION2024.10 | 84.4 | 64.3 | 73 | |
| MASK-ClinicalBERTEntity=Macro Avg2024.10 | 82 | 80.5 | 81.1 | |
| MASK-BioBERTEntity=Macro Avg2024.10 | 81.7 | 79.3 | 80.4 | |
| MASK-BioBERTEntity=PROFESSION2024.10 | 81 | 63 | 74.8 |