Named Entity Recognition on EMR Histology (test)
95F1-scoreMC Dropout
Evaluation results
| Method | Links | |
|---|---|---|
| MC DropoutMethod type=Monte Carlo Dropout2026.02 | 95 | |
| SoftMax ThresholdingMethod type=Post-processing2026.02 | 94 | |
| Temp. ScalingMethod type=Temperature Scaling2026.02 | 94 | |
| NER + NRNoise Removal=Supervised Decision Tree2026.02 | 93.5 | |
| Base NERArchitecture=BERT-based2026.02 | 93.2 |