Skin Disease Classification on PAD-UFES-20 (5-fold cross-validation)
75AccuracyDermImitFormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DermImitFormermode=Multi-Task (with CIM)2023.07 | 75 | 74.5 | 73.9 | 75 | |
| DermImitFormer-STmode=Single-Task (w/o CIM)2023.07 | 74.4 | 73.6 | 72.8 | 74.4 | |
| Swin-Base2023.07 | 72.7 | 72.1 | 72 | 72.7 | |
| PAD2023.07 | 70.7 | 71 | 73.4 | 70.8 | |
| ViT-Base2023.07 | 70.6 | 69.9 | 69.4 | 70.4 | |
| ResNet-50Backbone=ResNet-502023.07 | 67.1 | 67.8 | 72 | 67 | |
| T-Enc2023.07 | 61.6 | — | — | — |