Diagnosis prediction on NHANES (test)
95.94Recall@1DiaLLM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DiaLLM2025.06 | 95.94 | 96.07 | 98.97 | |
| Llama3.1-8BAdaptation=MLP classifier2025.06 | 92.15 | 92.66 | 98.06 | |
| Qwen2.5-7BAdaptation=MLP classifier2025.06 | 92.07 | 92.45 | 98.02 | |
| Mistralv0.3-7BAdaptation=MLP classifier2025.06 | 91.98 | 92.47 | 97.99 | |
| ChatDoctorType=Medical-specialized model2025.06 | 39.83 | 54.29 | 46.72 | |
| Meditron3-8BType=Medical-specialized model2025.06 | 37.69 | 55.34 | 49.78 | |
| Meditron-7BType=Medical-specialized model2025.06 | 36.82 | 52.47 | 47.77 | |
| BioMistralType=Medical-specialized model2025.06 | 36.19 | 48.25 | 43.13 | |
| Llama3.1-8BMode=Zero-shot foundation model2025.06 | 29.7 | 45.69 | 47.64 | |
| Qwen2.5-7BMode=Zero-shot foundation model2025.06 | 28.97 | 44.83 | 44.38 | |
| Mistralv0.3-7BMode=Zero-shot foundation model2025.06 | 28.6 | 40.48 | 37.41 |