ICD-10 Coding on MIMIC-IV top-50 codes (test)
71.2Macro F1 Score
SHIFAMIND
Updated 22d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 71.2 | 73.5 | 94.2 | 95.9 | 64.7 | 51.7 | 32.7 | 71.1 | 84.5 | 94.7 | |
2026.05 | 71.1 | 74.6 | 94.7 | 96.1 | 65.4 | 52.1 | 32.9 | 71.8 | 85 | 95 | |
2026.05 | 68.7 | 72.7 | 94.1 | 95.7 | 64.3 | 50.8 | 32.3 | 70.6 | 83.3 | 93.9 | |
2026.05 | 67.4 | 71.6 | 93.9 | 95.4 | 63.3 | 50.8 | 32.5 | 69.8 | 83.3 | 94.2 | |
2026.05 | 65 | 69.9 | 92.9 | 94.7 | 62.3 | 49.5 | 31.7 | 68.6 | 81.4 | 92.5 | |
2026.05 | 64.9 | 70 | 93 | 94.9 | 62.6 | 49.6 | 31.8 | 68.9 | 81.6 | 92.8 | |
2026.05 | 16.4 | 37.2 | 69.9 | 77.9 | 37.4 | 31.7 | 23.5 | 39.6 | 52.8 | 70.8 |