NSFW Removal on Ring-a-Bell
97.72Ring-a-Bell ScoreDistilled Model + CP
Evaluation results
| Method | Links | |
|---|---|---|
| Distilled Model + CPFramework=Two-stage distillation + unlearning, Unlearning Technique=CP2024.12 | 97.72 | |
| Ours (ESD)Framework=Bilevel optimization framework, Unlearning Technique=ESD2024.12 | 94.32 | |
| Distilled Model + ESDFramework=Two-stage distillation + unlearning, Unlearning Technique=ESD2024.12 | 77.27 | |
| Distilled Model + UCEFramework=Two-stage distillation + unlearning, Unlearning Technique=UCE2024.12 | 76.14 |