Rationale Plausibility on MIMIC-IV ICD-10 (test)
73.2Exact SMGemini 2-Flash
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini 2-FlashICD Code=E785, Settings=w/2025.08 | 73.2 | 89.5 | 66.7 | 78.2 | |
| Gemini 2-FlashICD Code=E785, Settings=w/o2025.08 | 62.5 | 76.6 | 50.2 | 59.7 | |
| Gemini 2-FlashICD Code=I10, Settings=w/2025.08 | 60.5 | 78.2 | 53.8 | 66.4 | |
| Gemini 2-FlashICD Code=I10, Settings=w/o2025.08 | 50.3 | 63.1 | 27 | 32.2 | |
| Gemini 2-FlashICD Code=E119, Settings=w/2025.08 | 44.2 | 52.9 | 43.6 | 44.8 | |
| Gemini 2-FlashICD Code=E119, Settings=w/o2025.08 | 40.8 | 48.8 | 36.2 | 37.4 | |
| Gemini 2-FlashICD Code=I4891, Settings=w/2025.08 | 24.7 | 36.9 | 47.9 | 56.2 | |
| Gemini 2-FlashICD Code=Z7901, Settings=w/2025.08 | 13 | 16.8 | 45.8 | 54.8 | |
| Gemini 2-FlashICD Code=I4891, Settings=w/o2025.08 | 11.8 | 16.7 | 28 | 34.8 | |
| Gemini 2-FlashICD Code=Z7901, Settings=w/o2025.08 | 9 | 9.7 | 35.8 | 43.3 |