Skin Lesion Classification on ISIC 2019 (test)
86.11AccuracyECL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ECL2023.07 | 86.11 | 76.57 | 83.22 | 79.46 | 96.78 | |
| TSC2023.07 | 84.75 | 71.89 | 79.81 | 75.13 | 95.84 | |
| Hybrid-SC2023.07 | 84.69 | 70.9 | 76.87 | 73.27 | 96.67 | |
| SCL2023.07 | 84.6 | 70.9 | 81.66 | 75.07 | 96.21 | |
| MWNL2023.07 | 84.1 | 74.83 | 75.81 | 75.08 | 96.61 | |
| BCL2023.07 | 83.47 | 73.52 | 74.17 | 73.5 | 95.95 | |
| BBN2023.07 | 83.43 | 71.78 | 78.37 | 74.42 | 95.1 | |
| CE2023.07 | 82.41 | 67.02 | 77.32 | 70.9 | 95.37 | |
| LDAM-DRW2023.07 | 82.29 | 68.08 | 74.61 | 70.84 | 95.65 | |
| Focal Loss2023.07 | 82.05 | 64.55 | 75.93 | 68.84 | 94.82 | |
| Logit Adjust2023.07 | 81.93 | 68.94 | 69.12 | 68.64 | 95.17 | |
| DermaFlux-ViTBackbone=ViT2026.03 | 78.04 | — | — | — | — | |
| DermLIP-PanDermBackbone=PanDerm2026.03 | 70.47 | — | — | — | — | |
| MAKE2026.03 | 70.12 | — | — | — | — | |
| DermLIP-ViTBackbone=ViT2026.03 | 66.03 | — | — | — | — | |
| BiomedCLIP2026.03 | 54.74 | — | — | — | — |