Style Removal on Artist Style Removal Prompts Monet, Picasso, Van Gogh 50 prompts per artist (test)
34.44CLIP ScoreStable Diffusion 2.1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Stable Diffusion 2.1version=2.12024.12 | 34.44 | 44 | 87.91 | |
| Distilled ModelFine-tuning=Eq. (8)2024.12 | 34.34 | 0 | 100 | |
| Distilled Model + ESDFine-tuning=Eq. (8), Unlearning=ESD2024.12 | 30.78 | 84 | 61.45 | |
| Distilled Model + UCEFine-tuning=Eq. (8), Unlearning=UCE2024.12 | 30.48 | 82.66 | 65.09 | |
| Distilled Model + CPFine-tuning=Eq. (8), Unlearning=ConceptPrune2024.12 | 29.96 | 91.3 | 53.19 | |
| BilevelFramework=Bilevel optimization2024.12 | 26.28 | 97.6 | 39.04 |