Skin Lesion Classification on ISIC OOD 2024
85B-ACCSkinCLIP-VL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SkinCLIP-VLParams=7.4B2026.03 | 85 | 0.972 | 0.033 | |
| SkinVL-MMParams=7B2026.03 | 81.5 | 0.91 | 0.08 | |
| SkinGPT-4Params=13B2026.03 | 81 | 0.905 | 0.085 | |
| HEALNetParams=155M2026.03 | 80.5 | 0.903 | 0.087 | |
| ConvNeXt-BaseParams=88M2026.03 | 80 | 0.9 | 0.09 | |
| CaFormer-B36Params=152M2026.03 | 79.5 | 0.895 | 0.092 | |
| EfficientNet-B4Params=19M2026.03 | 79 | 0.89 | 0.098 | |
| MedCLIPParams=196M2026.03 | 78.5 | 0.887 | 0.102 | |
| ResNet-34Params=22M2026.03 | 78 | 0.88 | 0.105 | |
| Qwen2.5-VL-7BParams=7B2026.03 | 65.5 | 0.82 | 0.143 | |
| LLaVA-Med-7BParams=7B2026.03 | 61 | 0.808 | 0.149 | |
| InternVL2.5-8BParams=8B2026.03 | 60.1 | 0.805 | 0.155 |