Skin lesion classification on PAD-UFES-20 (test)
79.8BCCPRIMA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PRIMA2026.02 | 79.8 | 36.84 | 75.17 | 84.82 | 76.3 | 79.28 | 72.04 | 77.26 | 71.95 | |
| DINOv3tuning=LoRA, extra_inputs=Metadata via MLP2026.02 | 76.24 | 33.56 | 66.6 | 83.43 | 72.86 | 75.91 | 68.1 | 74.14 | 69.21 | |
| MedBLIP2026.02 | 72.1 | 33.36 | 72.08 | 82.08 | 77.2 | 80.47 | 69.55 | 73.14 | 71.9 | |
| DINOv3tuning=LoRA2026.02 | 71.11 | 32.95 | 56.06 | 79.95 | 73.64 | 76.26 | 65 | 70.49 | 67.07 | |
| MLRG2026.02 | 65.98 | 23.59 | 67.93 | 74.19 | 59.67 | 70.27 | 60.27 | 64.41 | 60.09 | |
| MedKLIP2026.02 | 58.44 | 18.26 | 31.56 | 65.57 | 53.96 | 56.73 | 47.42 | 54.89 | 51.43 | |
| KnoBo2026.02 | 57.5 | 22.51 | 26.21 | 71.3 | 42.56 | 59.52 | 46.6 | 56.69 | 48.07 |