Named Entity Recognition on EMR Tumor Grade (test)
92.5F1 ScoreNER + NR
Evaluation results
| Method | Links | |
|---|---|---|
| NER + NRNoise Removal=Supervised Decision Tree2026.02 | 92.5 | |
| Base NERArchitecture=BERT-based2026.02 | 91.4 | |
| SoftMax ThresholdingMethod type=Post-processing2026.02 | 90.9 | |
| MC DropoutMethod type=Monte Carlo Dropout2026.02 | 90.5 | |
| Temp. ScalingMethod type=Temperature Scaling2026.02 | 90 |