Skin Lesion Classification on MILK10k (test)
0.866AUCJI-ADF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| JI-ADF2026.04 | 0.866 | 54.3 | 93 | 53.6 | 95.9 | 50.5 | |
| DualRefNet2026.04 | 0.848 | 44.7 | 91.8 | 42.2 | 95.4 | 44.1 | |
| VEMFL2026.04 | 0.842 | 43.9 | 91.2 | 29.1 | 95.8 | 30.2 | |
| SkinM2Former2026.04 | 0.841 | 43.6 | 92 | 42.1 | 95.4 | 40.5 | |
| Fine-tuned PanDerm2026.04 | 0.84 | 47.6 | 92 | 44.7 | 95.3 | 43.4 | |
| CoscatNet-UFS2026.04 | 0.8 | 47.2 | 92.5 | 45.3 | 95.9 | 43.5 | |
| CAFFM2026.04 | 0.787 | 30.6 | 89.8 | 23.3 | 95.4 | 23.2 | |
| ALBEF2026.04 | 0.76 | 29.4 | 88.9 | 20.8 | 94.5 | 22.2 | |
| JIF-MMFA2026.04 | 0.75 | 32.8 | 89.6 | 40.6 | 93.9 | 30.6 |