Image Classification on ISIC (AUROC)
58AUROCCBDebug
Evaluation Results
| Method | Links | |
|---|---|---|
| CBDebugModel type=Post-hoc CBM, Feedback=Automated2025.09 | 58 | |
| Reweight OnlyModel type=Post-hoc CBM, Feedback=Automated, Component=Label and Reweight step2025.09 | 52.6 | |
| RemoveModel type=Post-hoc CBM, Feedback=Automated2025.09 | 41.7 | |
| OriginalModel type=Post-hoc CBM, Feedback=Automated2025.09 | 39.3 | |
| RetrainModel type=Post-hoc CBM, Feedback=Automated2025.09 | 37.7 | |
| Augment OnlyModel type=Post-hoc CBM, Feedback=Automated, Component=Augment step2025.09 | 18.6 |