Unlearning on Nudity (NSFW content)
12.9CSDRMACE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MACEComponent=U-Net, Module=Cross-attention & Multi-LoRA, Technique=Closed-form & Finetuning2026.01 | 12.9 | 58.92 | 90.24 | |
| AdvUnlearnComponent=Text encoder, Module=Text encoder, Technique=Adv training2026.01 | 12.06 | 44.77 | 77.28 | |
| RecelerComponent=U-Net, Module=Cross-attention, Technique=Adv training2026.01 | 10.1 | 48.97 | 60.96 | |
| ESDComponent=U-Net, Module=Cross-attention, Technique=Finetuning2026.01 | 8.56 | 48.44 | 78.96 | |
| UCEComponent=U-Net, Module=Cross-attention, Technique=Closed-form2026.01 | 7.62 | 40.53 | 83.44 | |
| ConceptPruneComponent=U-Net, Module=FFN, Technique=Pruning2026.01 | 7.42 | 53.24 | 81.84 |