Binary Classification on ISIC Spurious 7 (polluted)
87.5AccuracyBenign model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Benign modelBackbone=EfficientNet-B42026.03 | 87.5 | 26 | |
| FT modeln (number of cleansed samples)=10, Backbone=EfficientNet-B42026.03 | 83 | 21 | |
| FT modeln (number of cleansed samples)=20, Backbone=EfficientNet-B42026.03 | 64.5 | 11.5 | |
| Stat. rectifyingn (number of cleansed samples)=10, Backbone=EfficientNet-B42026.03 | 64.5 | 4.5 | |
| Dyn. rectifyingn (number of cleansed samples)=10, Backbone=EfficientNet-B42026.03 | 62.5 | 1.5 | |
| A-ClArCn (number of cleansed samples)=20, Backbone=EfficientNet-B42026.03 | 59.5 | 5 |