Diagnosis Prediction on TriNetX-Respiratory Multi-turn Dialogue
70.89Recall@5DiaLLMs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiaLLMs2025.06 | 70.89 | 75.12 | 40.52 | |
| Qwen2.5-7BHead=MLP2025.06 | 61.91 | 60.21 | 39.72 | |
| Llama3.1-8BHead=MLP2025.06 | 61.22 | 59.58 | 39.42 | |
| Mistralv0.3-7BHead=MLP2025.06 | 59.76 | 59.14 | 38.9 | |
| Llama3.1-8BHead=Default2025.06 | 18.22 | 17.84 | 26.08 | |
| Meditron3-8BHead=Default2025.06 | 17.33 | 15.38 | 24.32 | |
| Mistralv0.3-7BHead=Default2025.06 | 14.44 | 16.02 | 11.98 | |
| BioMistralHead=Default2025.06 | 12.67 | 19.51 | 22.98 | |
| Meditron-7BHead=Default2025.06 | 8.89 | 13.04 | 14.67 | |
| Qwen2.5-7BHead=Default2025.06 | 5.56 | 8.9 | 15.03 | |
| ChatdoctorHead=Default2025.06 | 2.89 | 9.66 | 9.44 |