Concept Unlearning on HUB NSFW category
51.5TargetSD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SDUnlearning approach=Training-based2026.05 | 51.5 | 60.9 | 62.3 | 13.2 | 48.2 | |
| UCEUnlearning approach=Closed-form2026.05 | 51.4 | 57.1 | 62.9 | 13.95 | 47 | |
| CUREUnlearning approach=Closed-form2026.05 | 51.2 | 57.4 | 64.6 | 13.78 | 46.5 | |
| MACEUnlearning approach=Training-based2026.05 | 39.9 | 13.3 | 22.1 | 22.15 | 29.6 | |
| PUREUnlearning approach=Closed-form2026.05 | 35.2 | 40.2 | 33.5 | 14.32 | 52.8 | |
| ESDUnlearning approach=Training-based2026.05 | 22.2 | 12.4 | 21.7 | 15.73 | 31.2 | |
| RECELERUnlearning approach=Training-based2026.05 | 16.3 | 32.7 | 20.6 | 15.88 | 51.8 |