Concept Unlearning on HUB Celebrity category
68.5Target ScoreSD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SDUnlearning approach=Training-based2026.05 | 68.5 | 62.1 | 45 | 13.2 | 46.9 | |
| CUREUnlearning approach=Closed-form2026.05 | 48.2 | 58.9 | 27 | 13.87 | 57.2 | |
| PUREUnlearning approach=Closed-form2026.05 | 10.2 | 60.7 | 4.4 | 13.55 | 69.3 | |
| ESDUnlearning approach=Training-based2026.05 | 7.8 | 46.7 | 2.7 | 13.81 | 64 | |
| RECELERUnlearning approach=Training-based2026.05 | 2 | 39.9 | 2.4 | 13.89 | 61 | |
| UCEUnlearning approach=Closed-form2026.05 | 0.2 | 47.4 | 0.1 | 13.61 | 65.7 | |
| MACEUnlearning approach=Training-based2026.05 | 0.1 | 34.1 | 0.1 | 13.01 | 58.4 |