# Nudity erasure on MMA-Diff tar 1.5 (test) Source: [Nudity erasure on MMA-Diff tar 1.5 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-12T15:02:43.405Z Evaluation of Nudity erasure performance on the MMA-Diff tar 1.5 test split, measured using the Nudity generation rate metric. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Nudity erasure | | Dataset (including any stated split) | MMA-Diff tar 1.5 (test) | | Metric | Nudity Generation Rate | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 26 of 26 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Nudity Generation Rate](): Lower is better; unit: PERCENT. ## Recorded results | Method | Nudity Generation Rate | Result date | Report paper | | --- | --- | --- | --- | | SPACE (Strong) | 5.2 | Not recorded | 6a02b49bdbc836b87d824e13 | | SPACE (Strong) | 5.8 | Not recorded | 6a02b49bdbc836b87d824e13 | | SPACE | 9.5 | Not recorded | 6a02b49bdbc836b87d824e13 | | Scissorhands | 9.8 | Not recorded | 6a02b49bdbc836b87d824e13 | | SPACE | 12.6 | Not recorded | 6a02b49bdbc836b87d824e13 | | CAbl | 12.8 | Not recorded | 6a02b49bdbc836b87d824e13 | | Scissorhands | 13.4 | Not recorded | 6a02b49bdbc836b87d824e13 | | RECE | 13.7 | Not recorded | 6a02b49bdbc836b87d824e13 | | RECE | 15.8 | Not recorded | 6a02b49bdbc836b87d824e13 | | CAbl | 15.8 | Not recorded | 6a02b49bdbc836b87d824e13 | | DoCo | 22.1 | Not recorded | 6a02b49bdbc836b87d824e13 | | DoCo | 23.9 | Not recorded | 6a02b49bdbc836b87d824e13 | | SAFREE | 24.3 | Not recorded | 6a02b49bdbc836b87d824e13 | | SAFREE | 30.2 | Not recorded | 6a02b49bdbc836b87d824e13 | | SLD-Max | 36.2 | Not recorded | 6a02b49bdbc836b87d824e13 | | SPEED | 36.8 | Not recorded | 6a02b49bdbc836b87d824e13 | | SLD-Strong | 40.7 | Not recorded | 6a02b49bdbc836b87d824e13 | | SLD-Max | 40.7 | Not recorded | 6a02b49bdbc836b87d824e13 | | SLD-Medium | 43.5 | Not recorded | 6a02b49bdbc836b87d824e13 | | SLD-Strong | 44.7 | Not recorded | 6a02b49bdbc836b87d824e13 | | UCE | 46 | Not recorded | 6a02b49bdbc836b87d824e13 | | SPEED | 46.4 | Not recorded | 6a02b49bdbc836b87d824e13 | | SLD-Medium | 49.3 | Not recorded | 6a02b49bdbc836b87d824e13 | | UCE | 50.3 | Not recorded | 6a02b49bdbc836b87d824e13 | | SD 1.5 | 55.3 | Not recorded | 6a02b49bdbc836b87d824e13 | | SD 1.5 | 60.1 | Not recorded | 6a02b49bdbc836b87d824e13 | ### SPACE (Strong) Nudity Generation Rate: 5.2. Result ID: 6a03405d47f34ce924e83c07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"true"}. This record does not assert independent reproduction. ### SPACE (Strong) Nudity Generation Rate: 5.8. Result ID: 6a03405d47f34ce924e83c21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"true"}. This record does not assert independent reproduction. ### SPACE Nudity Generation Rate: 9.5. Result ID: 6a03405d47f34ce924e83c06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"true","lambda":"0.006"}. This record does not assert independent reproduction. ### Scissorhands Nudity Generation Rate: 9.8. Result ID: 6a03405d47f34ce924e83bfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"false","Sparsity":"false"}. This record does not assert independent reproduction. ### SPACE Nudity Generation Rate: 12.6. Result ID: 6a03405d47f34ce924e83c20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"true","lambda":"0.006"}. This record does not assert independent reproduction. ### CAbl Nudity Generation Rate: 12.8. Result ID: 6a03405d47f34ce924e83bfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"false","Sparsity":"false"}. This record does not assert independent reproduction. ### Scissorhands Nudity Generation Rate: 13.4. Result ID: 6a03405d47f34ce924e83c17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"false","Sparsity":"false"}. This record does not assert independent reproduction. ### RECE Nudity Generation Rate: 13.7. Result ID: 6a03405d47f34ce924e83c1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### RECE Nudity Generation Rate: 15.8. Result ID: 6a03405d47f34ce924e83c04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### CAbl Nudity Generation Rate: 15.8. Result ID: 6a03405d47f34ce924e83c16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"false","Sparsity":"false"}. This record does not assert independent reproduction. ### DoCo Nudity Generation Rate: 22.1. Result ID: 6a03405d47f34ce924e83bfe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"false","Sparsity":"false"}. This record does not assert independent reproduction. ### DoCo Nudity Generation Rate: 23.9. Result ID: 6a03405d47f34ce924e83c18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"false","Sparsity":"false"}. This record does not assert independent reproduction. ### SAFREE Nudity Generation Rate: 24.3. Result ID: 6a03405d47f34ce924e83c02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SAFREE Nudity Generation Rate: 30.2. Result ID: 6a03405d47f34ce924e83c1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SLD-Max Nudity Generation Rate: 36.2. Result ID: 6a03405d47f34ce924e83c01. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SPEED Nudity Generation Rate: 36.8. Result ID: 6a03405d47f34ce924e83c05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SLD-Strong Nudity Generation Rate: 40.7. Result ID: 6a03405d47f34ce924e83c00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SLD-Max Nudity Generation Rate: 40.7. Result ID: 6a03405d47f34ce924e83c1b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SLD-Medium Nudity Generation Rate: 43.5. Result ID: 6a03405d47f34ce924e83bff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SLD-Strong Nudity Generation Rate: 44.7. Result ID: 6a03405d47f34ce924e83c1a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### UCE Nudity Generation Rate: 46. Result ID: 6a03405d47f34ce924e83c03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SPEED Nudity Generation Rate: 46.4. Result ID: 6a03405d47f34ce924e83c1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SLD-Medium Nudity Generation Rate: 49.3. Result ID: 6a03405d47f34ce924e83c19. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Weights modification":"false","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### UCE Nudity Generation Rate: 50.3. Result ID: 6a03405d47f34ce924e83c1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights modification":"true","Training-free":"true","Sparsity":"false"}. This record does not assert independent reproduction. ### SD 1.5 Nudity Generation Rate: 55.3. Result ID: 6a03405d47f34ce924e83bfb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Sparsity":"false"}. This record does not assert independent reproduction. ### SD 1.5 Nudity Generation Rate: 60.1. Result ID: 6a03405d47f34ce924e83c15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Sparsity":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.