Concept Erasure on Van Gogh style
16.31FIDUCE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UCE2026.02 | 16.31 | 1 | 0.96 | 0.92 | 0.311 | — | |
| FMN2026.02 | 16.59 | 0.84 | 0.52 | 0.64 | 0.301 | — | |
| SPM2026.02 | 16.65 | 0.96 | 0.88 | 0.9 | 0.311 | — | |
| SD v1.4 (Base)Backbone=Stable Diffusion v1.42026.02 | 16.7 | 1 | 1 | 1 | 0.311 | — | |
| AEGIS2026.02 | 17.25 | 0.36 | 0.12 | 0.1 | 0.31 | — | |
| AGE2026.02 | 17.32 | 0.9 | 0.72 | 0.76 | 0.31 | — | |
| AC2026.02 | 17.5 | 0.9 | 0.72 | 0.82 | 0.307 | — | |
| RECE2026.02 | 17.59 | 0.84 | 0.52 | 0.4 | 0.309 | — | |
| ESD2026.02 | 18.71 | 0.62 | 0.36 | 0.42 | 0.29 | — | |
| RECELER2026.02 | 18.83 | 0.62 | 0.36 | 0.38 | 0.304 | — | |
| SPEEDTarget Style for Erasure=Picasso2025.03 | 19.18 | — | — | — | — | 28.76 | |
| AdvUnlearn2026.02 | 19.42 | 0.58 | 0.38 | 0.3 | 0.288 | — | |
| STEREO2026.02 | 20.42 | 0.48 | 0.3 | 0.24 | 0.281 | — | |
| SPEEDTarget Style for Erasure=Monet2025.03 | 28.78 | — | — | — | — | 28.76 | |
| UCETarget Style for Erasure=Picasso2025.03 | 37.58 | — | — | — | — | 28.72 | |
| UCETarget Style for Erasure=Monet2025.03 | 42.25 | — | — | — | — | 28.65 | |
| RECETarget Style for Erasure=Picasso2025.03 | 51.09 | — | — | — | — | 28.71 | |
| RECETarget Style for Erasure=Monet2025.03 | 56.26 | — | — | — | — | 28.63 | |
| MACETarget Style for Erasure=Picasso2025.03 | 59.58 | — | — | — | — | 28.68 | |
| ConAblTarget Style for Erasure=Picasso2025.03 | 60.44 | — | — | — | — | 28.66 | |
| MACETarget Style for Erasure=Monet2025.03 | 61.5 | — | — | — | — | 28.56 | |
| ConAblTarget Style for Erasure=Monet2025.03 | 68.77 | — | — | — | — | 28.58 | |
| ESD-XTarget Style for Erasure=Picasso2025.03 | 104.48 | — | — | — | — | 28.58 | |
| ESD-UTarget Style for Erasure=Picasso2025.03 | 109.39 | — | — | — | — | 28.69 | |
| RACETarget Style for Erasure=Picasso2025.03 | 112.29 | — | — | — | — | 28.12 | |
| ESD-XTarget Style for Erasure=Monet2025.03 | 115.51 | — | — | — | — | 28.15 | |
| ConAblTarget Style for Erasure=Van Gogh2025.03 | 129.57 | — | — | — | — | 28.16 | |
| SPEEDTarget Style for Erasure=Van Gogh2025.03 | 131.02 | — | — | — | — | 26.29 | |
| RACETarget Style for Erasure=Monet2025.03 | 132.42 | — | — | — | — | 27.13 | |
| UCETarget Style for Erasure=Van Gogh2025.03 | 133.87 | — | — | — | — | 28.1 | |
| ESD-UTarget Style for Erasure=Monet2025.03 | 134.1 | — | — | — | — | 28.73 | |
| RecelerTarget Style for Erasure=Monet2025.03 | 169.55 | — | — | — | — | 24.94 | |
| MACETarget Style for Erasure=Van Gogh2025.03 | 169.6 | — | — | — | — | 26.66 | |
| RECETarget Style for Erasure=Van Gogh2025.03 | 171.7 | — | — | — | — | 26.39 | |
| RecelerTarget Style for Erasure=Picasso2025.03 | 199.56 | — | — | — | — | 25.92 | |
| ESD-XTarget Style for Erasure=Van Gogh2025.03 | 200.05 | — | — | — | — | 27.04 | |
| ESD-UTarget Style for Erasure=Van Gogh2025.03 | 205.06 | — | — | — | — | 26.24 | |
| RACETarget Style for Erasure=Van Gogh2025.03 | 233.25 | — | — | — | — | 23.03 | |
| RecelerTarget Style for Erasure=Van Gogh2025.03 | 245.4 | — | — | — | — | 21.53 | |
| SD v1.42025.03 | — | — | — | — | — | 28.75 |