Named Entity Recognition on MIMIC-III
0TP Drop (%)SoftMax Thresholding
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SoftMax Thresholding2026.02 | 0 | 41 | |
| SoftMax Thresholding2026.02 | 1 | 32 | |
| Temp. Scaling2026.02 | 1 | 42 | |
| NER + NR2026.02 | 1 | 47 | |
| Temp. Scaling2026.02 | 1 | 77 | |
| MC Dropout2026.02 | 1 | 77 | |
| NER + NR2026.02 | 2 | 55 | |
| SoftMax Thresholding2026.02 | 2 | 24 | |
| Temp. Scaling2026.02 | 2 | 31 | |
| NER + NR2026.02 | 2 | 87 | |
| MC Dropout2026.02 | 3 | 68 | |
| MC Dropout2026.02 | 5 | 44 | |
| SoftMax Thresholding2026.02 | 6 | 0 | |
| Temp. Scaling2026.02 | 6 | 1 | |
| MC Dropout2026.02 | 6 | 2 | |
| NER + NR2026.02 | 6 | 88 |