Image Classification on Dermofit (test)
71.32F1 ScoreCASS
Evaluation results
| Method | Links | |
|---|---|---|
| CASSBackbone=ResNet-50, Label Fraction=100%2022.06 | 71.32 | |
| DINOBackbone=ResNet-50, Label Fraction=100%2022.06 | 67.75 | |
| CASSBackbone=ViT B/16, Label Fraction=100%2022.06 | 66.67 | |
| SupervisedBackbone=ResNet-50, Label Fraction=100%2022.06 | 63.41 | |
| DINOBackbone=ViT B/16, Label Fraction=100%2022.06 | 48.1 | |
| SupervisedBackbone=ViT B/16, Label Fraction=100%2022.06 | 45.6 | |
| CASSBackbone=ResNet-50, Label Fraction=10%2022.06 | 43.67 | |
| CASSBackbone=ViT B/16, Label Fraction=10%2022.06 | 38.96 | |
| DINOBackbone=ResNet-50, Label Fraction=10%2022.06 | 37.49 | |
| DINOBackbone=ViT B/16, Label Fraction=10%2022.06 | 33.2 | |
| SupervisedBackbone=ResNet-50, Label Fraction=10%2022.06 | 33 | |
| SupervisedBackbone=ViT B/16, Label Fraction=10%2022.06 | 29.9 |