Disease Diagnostic on Dermatology disease diagnostic datasets (OOD)
69.96ISBI 2016 ScoreQwen3-VL-8B-Instruct
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Qwen3-VL-8B-InstructModel Type=General2025.11 | 69.96 | 28.9 | 39.34 | 88.37 | 46.1 | 59.39 | |
| Qwen3-VL-32B-InstructModel Type=General2025.11 | 69.96 | 33.53 | 55.96 | 84.08 | 66.88 | 66.51 | |
| Skin-R1Model Type=Dermatology2025.11 | 68.28 | 76.3 | 76.3 | 67.08 | 64.94 | 71.71 | |
| Qwen2.5-VL-32B-InstructModel Type=General2025.11 | 59.66 | 26.01 | 34.45 | 60.4 | 32.47 | 45.87 | |
| LLaVA-v1.6-7BModel Type=General2025.11 | 58.19 | 19.08 | 31.34 | 58.99 | 33.12 | 43.51 | |
| MedGemma-4BModel Type=Medical2025.11 | 51.68 | 53.18 | 72.14 | 75.08 | 55.84 | 68.87 | |
| InternVL3-8BModel Type=General2025.11 | 45.8 | 64.74 | 77.46 | 35.31 | 69.48 | 58.41 | |
| HuatuoGPT-Vision-7BModel Type=Medical2025.11 | 42.02 | 58.96 | 56.57 | 45.05 | 57.79 | 51.01 | |
| Qwen2.5-VL-7B-InstructModel Type=General2025.11 | 36.55 | 63.01 | 63.59 | 33.25 | 70.78 | 50.27 | |
| LLaVA-v1.6-13BModel Type=General2025.11 | 25.63 | 16.76 | 34.15 | 15.84 | 21.43 | 25.6 | |
| LLaVA-Med-7bModel Type=Medical2025.11 | 25.42 | 26.01 | 39.28 | 53.14 | 45.45 | 41.7 |