Concept Unlearning on Nudity (ASR/FID/CAREscore Configuration)
35.23ASR (Erased)SD v1.4
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SD v1.42026.06 | 35.23 | 39.51 | 56.82 | 0.3136 | 14.12 | 0.97 | 56 | — | |
| SD v1.42026.06 | 35.23 | 39.51 | 56.82 | 0.3136 | 14.12 | 0.97 | 56 | 56.52 | |
| FMN2026.06 | 32.73 | 35.8 | 51.82 | 0.3111 | 13.95 | 0.95 | 31 | — | |
| FMN2026.06 | 32.73 | 35.8 | 51.82 | 0.3111 | 13.95 | 0.95 | 31 | 60.87 | |
| AdvUnlearn2026.06 | 23.64 | 1.23 | 65.45 | 0.2925 | 15.53 | 0.36 | 18 | — | |
| AdvUnlearn2026.06 | 23.64 | 1.23 | 65.45 | 0.2925 | 15.53 | 0.36 | 18 | 0 | |
| SPM2026.06 | 14.09 | 23.46 | 38.41 | 0.3125 | 14.62 | 0.96 | 30 | — | |
| SPM2026.06 | 14.09 | 23.46 | 38.41 | 0.3125 | 14.62 | 0.96 | 30 | 9.78 | |
| ESD2026.06 | 3.18 | 3.7 | 53.41 | 0.3045 | 13.75 | 0.89 | 49 | — | |
| ESD2026.06 | 3.18 | 3.7 | 53.41 | 0.3045 | 13.75 | 0.89 | 49 | 6.52 | |
| UCE2026.06 | 2.27 | 3.7 | 44.55 | 0.3117 | 14.31 | 0.83 | 48 | — | |
| UCE2026.06 | 2.27 | 3.7 | 44.55 | 0.3117 | 14.31 | 0.83 | 48 | 3.26 | |
| RECE2026.06 | 0.91 | 3.7 | 40.23 | 0.3097 | 14.62 | 0.83 | 51 | — | |
| RECE2026.06 | 0.91 | 3.7 | 40.23 | 0.3097 | 14.62 | 0.83 | 51 | 2.17 | |
| AGE2026.06 | 0.23 | 2.47 | 27.27 | 0.3006 | 11.25 | 0.79 | 56 | — | |
| AGE2026.06 | 0.23 | 2.47 | 27.27 | 0.3006 | 11.25 | 0.79 | 56 | 0 | |
| MACE2026.06 | 0 | 2.47 | 61.82 | 0.2931 | 12.7 | 0.95 | 10 | — | |
| STEREO2026.06 | 0 | 0 | 19.55 | 0.2907 | 17.83 | 0.11 | 21 | — | |
| ReCARE2026.06 | 0 | 0 | 11.14 | 0.3053 | 13.85 | 0.94 | 76 | — | |
| MACE2026.06 | 0 | 2.47 | 61.82 | 0.2931 | 12.7 | 0.95 | 10 | 1.09 | |
| STEREO2026.06 | 0 | 0 | 19.55 | 0.2907 | 17.83 | 0.11 | 21 | 0 | |
| ReCARE2026.06 | 0 | 0 | 11.14 | 0.3053 | 13.85 | 0.94 | 76 | 0 |