Skin lesion diagnostic classification on PAD (In-distribution)
50.98AccuracyHuatuoGPT-Vision-7B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HuatuoGPT-Vision-7BType=Medical2025.11 | 50.98 | 47.25 | |
| InternVL3-8BType=General2025.11 | 50.33 | 49.32 | |
| Qwen2.5-VL-7B-InstructType=General2025.11 | 41 | 36.32 | |
| LLaVA-v1.6-13BType=General2025.11 | 35.36 | 34.58 | |
| Skin-R1Type=Dermatology2025.11 | 35.36 | 28.88 | |
| Qwen2.5-VL-32B-InstructType=General2025.11 | 35.14 | 30.27 | |
| MedGemma-4BType=Medical2025.11 | 33.84 | 23.02 | |
| Qwen3-VL-8B-InstructType=General2025.11 | 31.24 | 28.91 | |
| LLaVA-v1.6-7BType=General2025.11 | 29.07 | 27.43 | |
| Qwen3-VL-32B-InstructType=General2025.11 | 25.6 | 19.68 | |
| SkinVL-PubMMType=Dermatology2025.11 | 25.6 | 17.33 | |
| LLaVA-Med-7bType=Medical2025.11 | 22.99 | 12.46 |