Named Entity Recognition on EMR Biomarkers (test)
95.3F1 ScoreNER + NR
Evaluation results
| Method | Links | |
|---|---|---|
| NER + NRNoise Removal=Supervised Decision Tree2026.02 | 95.3 | |
| SoftMax ThresholdingMethod type=Post-processing2026.02 | 93.5 | |
| Temp. ScalingMethod type=Temperature Scaling2026.02 | 93.5 | |
| MC DropoutMethod type=Monte Carlo Dropout2026.02 | 93.5 | |
| Base NERArchitecture=BERT-based2026.02 | 93.3 |