Medical Image Classification on DAFFODIL Dermoscopy 5
88.9Weighted F1 ScoreDermFM-Zero
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DermFM-ZeroMode=Zero-shot2026.02 | 88.9 | 98.7 | 89.3 | 89.3 | |
| MAKEMode=Zero-shot2026.02 | 77.1 | 96.1 | 78.7 | 78.7 | |
| MONETMode=Zero-shot2026.02 | 76.2 | 94.2 | 73.7 | 73.7 | |
| DermLIPMode=Zero-shot2026.02 | 72.6 | 94 | 73.7 | 73.7 | |
| BiomedCLIPMode=Zero-shot2026.02 | 58.8 | 85.6 | 59.5 | 59.5 | |
| CLIP-L/14Mode=Zero-shot2026.02 | 48.2 | 88.8 | 61.3 | 61.3 |