Named Entity Recognition on EMR Surgery (test)
94.2F1-scoreNER + NR
Evaluation results
| Method | Links | |
|---|---|---|
| NER + NRNoise Removal=Supervised Decision Tree2026.02 | 94.2 | |
| Base NERArchitecture=BERT-based2026.02 | 92.7 | |
| SoftMax ThresholdingMethod type=Post-processing2026.02 | 90.4 | |
| MC DropoutMethod type=Monte Carlo Dropout2026.02 | 90.3 | |
| Temp. ScalingMethod type=Temperature Scaling2026.02 | 88.9 |