Skin lesion diagnostic classification on Derm12345 In-distribution
89.94AccuracyLLaVA-Med-7b
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLaVA-Med-7bType=Medical2025.11 | 89.94 | 31.57 | |
| Skin-R1Type=Dermatology2025.11 | 89.18 | 47.86 | |
| SkinVL-PubMMType=Dermatology2025.11 | 87.4 | 31.96 | |
| Qwen3-VL-32B-InstructType=General2025.11 | 87.16 | 39.23 | |
| Qwen3-VL-8B-InstructType=General2025.11 | 74.37 | 37.16 | |
| LLaVA-v1.6-7BType=General2025.11 | 64.14 | 32.85 | |
| Qwen2.5-VL-32B-InstructType=General2025.11 | 60.93 | 34.42 | |
| InternVL3-8BType=General2025.11 | 47.69 | 30.91 | |
| LLaVA-v1.6-13BType=General2025.11 | 38.47 | 23.3 | |
| HuatuoGPT-Vision-7BType=Medical2025.11 | 36.82 | 23.9 | |
| Qwen2.5-VL-7B-InstructType=General2025.11 | 30.46 | 20.45 | |
| MedGemma-4BType=Medical2025.11 | 6.92 | 5.74 |