Medical Image Classification on ISIC Dermoscopy 20-2
0.97Weighted F1BiomedCLIP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BiomedCLIPMode=Zero-shot2026.02 | 0.97 | 0.729 | 0.528 | 0.069 | |
| MONETMode=Zero-shot2026.02 | 0.97 | 0.694 | 0.518 | 0.046 | |
| DermFM-ZeroMode=Zero-shot2026.02 | 0.953 | 0.872 | 0.745 | 0.548 | |
| CLIP-L/14Mode=Zero-shot2026.02 | 0.946 | 0.478 | 0.489 | 0.034 | |
| MAKEMode=Zero-shot2026.02 | 0.766 | 0.813 | 0.722 | 0.804 | |
| DermLIPMode=Zero-shot2026.02 | 0.762 | 0.824 | 0.748 | 0.863 |