Diagnosis Prediction on TriNetX-Circulatory Multi-turn Dialogue
0.7111Recall@5DiaLLMs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiaLLMs2025.06 | 0.7111 | 0.7539 | 0.4334 | |
| Llama3.1-8BHead=MLP2025.06 | 0.6121 | 0.5947 | 0.4013 | |
| Qwen2.5-7BHead=MLP2025.06 | 0.6089 | 0.5854 | 0.3846 | |
| Mistralv0.3-7BHead=MLP2025.06 | 0.5956 | 0.589 | 0.3993 | |
| Mistralv0.3-7BHead=Default2025.06 | 0.18 | 0.1693 | 0.2539 | |
| ChatdoctorHead=Default2025.06 | 0.16 | 0.1922 | 0.2208 | |
| Llama3.1-8BHead=Default2025.06 | 0.1272 | 0.1324 | 0.2124 | |
| Meditron-7BHead=Default2025.06 | 0.1222 | 0.1243 | 0.219 | |
| Qwen2.5-7BHead=Default2025.06 | 0.0822 | 0.0923 | 0.1523 | |
| Meditron3-8BHead=Default2025.06 | 0.0822 | 0.1525 | 0.1726 | |
| BioMistralHead=Default2025.06 | 0.0444 | 0.1337 | 0.1056 |