Skin Lesion Diagnostic Classification on HAM10k (In-distribution)
79.68AccuracyLLaVA-Med-7b
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLaVA-Med-7bType=Medical2025.11 | 79.68 | 29.56 | |
| Qwen3-VL-32B-InstructType=General2025.11 | 75.98 | 35.08 | |
| Skin-R1Type=Dermatology2025.11 | 74.72 | 40.39 | |
| SkinVL-PubMMType=Dermatology2025.11 | 71.87 | 34.59 | |
| Qwen3-VL-8B-InstructType=General2025.11 | 65.92 | 36.01 | |
| LLaVA-v1.6-7BType=General2025.11 | 58.97 | 36.69 | |
| Qwen2.5-VL-32B-InstructType=General2025.11 | 49.17 | 33.9 | |
| LLaVA-v1.6-13BType=General2025.11 | 40.57 | 28.88 | |
| InternVL3-8BType=General2025.11 | 35.14 | 26.39 | |
| HuatuoGPT-Vision-7BType=Medical2025.11 | 33.49 | 28.58 | |
| Qwen2.5-VL-7B-InstructType=General2025.11 | 29.05 | 24.49 | |
| MedGemma-4BType=Medical2025.11 | 6.68 | 5.58 |