# Counterfactual Explanation on CelebA Blond (Male) Source: [Counterfactual Explanation on CelebA Blond (Male)]() Collection index: [llms.txt]() Data updated: 2026-03-19T07:52:20.931Z Evaluation of counterfactual explanation models applied specifically to the male subset of the Celeb-A Blond dataset, focusing on explanation quality metrics like sparsity, NAFR, diversity, and gain. 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 | Counterfactual Explanation | | Dataset (including any stated split) | CelebA Blond (Male) | | Metric | NA Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [NA Score](): Higher is better; unit: PERCENT. - [Sparsity](): Higher is better; unit: PERCENT. - [NAFR](): Higher is better; unit: PERCENT. - [Diversity](): Higher is better; unit: PERCENT. - [Gain](): Higher is better; unit: PERCENT. ## Recorded results | Method | NA Score | Result date | Report paper | | --- | --- | --- | --- | | SCE-LITE-HQ | 100 | Not recorded | 69bb82ea0636e5bf4afc1888 | | SCE | 98.86 | Not recorded | 69bb82ea0636e5bf4afc1888 | | FastDIME | 68.46 | Not recorded | 69bb82ea0636e5bf4afc1888 | | ACE | 38.8 | Not recorded | 69bb82ea0636e5bf4afc1888 | | DIME | 19.48 | Not recorded | 69bb82ea0636e5bf4afc1888 | ### SCE-LITE-HQ NA Score: 100. Result ID: 69bbaac047f34ce924a54681. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCE NA Score: 98.86. Result ID: 69bbaac047f34ce924a54680. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FastDIME NA Score: 68.46. Result ID: 69bbaac047f34ce924a5467f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ACE NA Score: 38.8. Result ID: 69bbaac047f34ce924a5467d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIME NA Score: 19.48. Result ID: 69bbaac047f34ce924a5467e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.