Symptom-to-diagnosis on iCliniq trimmed
49.9Top-1 AccuracyGPT-4o
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4o2026.05 | 49.9 | 49.9 | 34.6 | 40.8 | 69.8 | 27.2 | 56.6 | 36.8 | 80.3 | 19.5 | 67.4 | 30.2 | |
| Full HybridDescription=Neuro-symbolic reasoning framework2026.05 | 47 | 47 | 32.6 | 38.5 | 70.7 | 25.4 | 52.7 | 34.3 | 80.3 | 17.9 | 62.1 | 27.8 | |
| o4-mini2026.05 | 45.4 | 45.4 | 31.5 | 37.2 | 69.6 | 26.1 | 54.3 | 35.3 | 76.5 | 17.9 | 62.2 | 27.9 | |
| DeepSeek-R12026.05 | 42.1 | 42.1 | 29.2 | 34.4 | 63.1 | 23.6 | 49 | 31.8 | 72 | 17 | 58.8 | 26.3 | |
| Simple2026.05 | 29.3 | 29.3 | 20.3 | 24 | 40 | 16.2 | 29.8 | 21 | 45 | 11.9 | 33.8 | 17.6 |