# Counterfactual Explanation on Celeb-A Blond Source: [Counterfactual Explanation on Celeb-A Blond]() Collection index: [llms.txt]() Data updated: 2026-03-19T07:52:20.870Z Evaluation of counterfactual explanation models applied to the Celeb-A Blond subset, focusing on metrics related to explanation quality such as sparsity, NAFR, and diversity. 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) | Celeb-A Blond | | 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: SCALAR. ## Recorded results | Method | NA Score | Result date | Report paper | | --- | --- | --- | --- | | SCE | 100 | Not recorded | 69bb82ea0636e5bf4afc1888 | | SCE-LITE-HQ | 86.7 | Not recorded | 69bb82ea0636e5bf4afc1888 | | ACE | 73.3 | Not recorded | 69bb82ea0636e5bf4afc1888 | | DIME | 64.4 | Not recorded | 69bb82ea0636e5bf4afc1888 | | FastDIME | 62.5 | Not recorded | 69bb82ea0636e5bf4afc1888 | ### SCE NA Score: 100. Result ID: 69bbaac047f34ce924a54676. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCE-LITE-HQ NA Score: 86.7. Result ID: 69bbaac047f34ce924a54677. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ACE NA Score: 73.3. Result ID: 69bbaac047f34ce924a54673. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIME NA Score: 64.4. Result ID: 69bbaac047f34ce924a54674. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FastDIME NA Score: 62.5. Result ID: 69bbaac047f34ce924a54675. [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.