Concept Unlearning on HUB Style category
65.5Target MetricSD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SDUnlearning approach=Training-based2026.05 | 65.5 | 63.6 | 55.5 | 13.2 | 46.2 | |
| CUREUnlearning approach=Closed-form2026.05 | 42.7 | 58.7 | 38.2 | 14.05 | 56.5 | |
| UCEUnlearning approach=Closed-form2026.05 | 37.2 | 14 | 32.7 | 13.54 | 32.8 | |
| PUREUnlearning approach=Closed-form2026.05 | 20.7 | 60.1 | 17.4 | 13.56 | 65.5 | |
| MACEUnlearning approach=Training-based2026.05 | 18.9 | 45.4 | 13.4 | 13.09 | 61.4 | |
| ESDUnlearning approach=Training-based2026.05 | 10.3 | 40.8 | 6.2 | 14.29 | 59.9 | |
| RECELERUnlearning approach=Training-based2026.05 | 3.3 | 28.7 | 2.5 | 14.59 | 52.5 |