Clinical Diagnosis on MIMIC-IV
89.3AccuracyFull Hybrid
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full HybridTop-k=Top-52026.05 | 89.3 | 25 | 75.5 | 37.6 | |
| GPT-4oTop-k=Top-52026.05 | 88.4 | 24.7 | 76.2 | 37.3 | |
| o4-miniTop-k=Top-52026.05 | 86.4 | 23.3 | 74 | 35.4 | |
| DeepSeek-R1Top-k=Top-52026.05 | 85.6 | 21.5 | 72.1 | 33.1 | |
| Full HybridTop-k=Top-32026.05 | 76.3 | 38.2 | 64.4 | 48 | |
| GPT-4oTop-k=Top-32026.05 | 75.3 | 36.3 | 63.5 | 46.2 | |
| o4-miniTop-k=Top-32026.05 | 74 | 35.6 | 62.4 | 45.3 | |
| DeepSeek-R1Top-k=Top-32026.05 | 71.8 | 34.3 | 59.9 | 43.6 | |
| Full HybridTop-k=Top-12026.05 | 57.2 | 57.2 | 45.6 | 50.7 | |
| GPT-4oTop-k=Top-12026.05 | 53.3 | 53.3 | 42 | 47 | |
| o4-miniTop-k=Top-12026.05 | 51.6 | 51.6 | 40.5 | 45.4 | |
| DeepSeek-R1Top-k=Top-12026.05 | 50.1 | 50.1 | 38.8 | 43.7 | |
| SimpleTop-k=Top-52026.05 | 43.5 | 13.1 | 31.6 | 18.5 | |
| SimpleTop-k=Top-32026.05 | 39.5 | 18 | 28.6 | 22.1 | |
| SimpleTop-k=Top-12026.05 | 32.7 | 32.7 | 20.5 | 25.2 |