Unlearning Nudity on MMA-Diffusion
55.3Targeted Unlearning EfficacySD 1.5
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SD 1.52025.09 | 55.3 | 71.6 | 60.1 | |
| Pv-DMUWeights modification=true, Architecture independent=true2025.09 | 50.4 | 64.1 | 53.9 | |
| UCEWeights modification=true, Architecture independent=false2025.09 | 46 | 61.9 | 50.3 | |
| SLD-MediumWeights modification=false, Architecture independent=true2025.09 | 43.5 | 59.6 | 49.3 | |
| SLD-StrongWeights modification=false, Architecture independent=true2025.09 | 40.7 | 54 | 44.7 | |
| SLD-MaxWeights modification=false, Architecture independent=true2025.09 | 36.2 | 47.6 | 40.7 | |
| SAFREEWeights modification=false, Architecture independent=true2025.09 | 24.3 | 37.8 | 30.2 | |
| DoCoWeights modification=true, Architecture independent=true2025.09 | 22.1 | 28.7 | 23.9 | |
| Hv-DMUWeights modification=true, Architecture independent=true2025.09 | 18.9 | 35.3 | 32 | |
| P-DMUWeights modification=true, Architecture independent=true2025.09 | 17.3 | 27.6 | 26.8 | |
| RECEWeights modification=true, Architecture independent=false2025.09 | 15.8 | 20.9 | 13.7 | |
| CAblWeights modification=true, Architecture independent=true2025.09 | 6.6 | 11.8 | 14.1 | |
| H-DMUWeights modification=true, Architecture independent=true2025.09 | 3.5 | 4.9 | 4.2 |