# Counterfactual Explanation on Camelyon Hosp. 17 Source: [Counterfactual Explanation on Camelyon Hosp. 17]() Collection index: [llms.txt]() Data updated: 2026-03-19T07:52:20.963Z Evaluation of Counterfactual Explanation methods applied to the Camelyon Hosp. 17 dataset, measured using metrics such as NA, 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) | Camelyon Hosp. 17 | | Metric | NA | | 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](): Higher is better; unit: PERCENT. - [Sparsity](): Higher is better; unit: PERCENT. - [NAFR](): Higher is better; unit: PERCENT. - [Diversity](): Higher is better; unit: SCALAR. - [Gain](): Higher is better; unit: SCALAR. ## Recorded results | Method | NA | Result date | Report paper | | --- | --- | --- | --- | | SCE | 95.3 | Not recorded | 69bb82ea0636e5bf4afc1888 | | SCE-LITE-HQ | 75.8 | Not recorded | 69bb82ea0636e5bf4afc1888 | | DIME | 47.8 | Not recorded | 69bb82ea0636e5bf4afc1888 | | FastDIME | 36 | Not recorded | 69bb82ea0636e5bf4afc1888 | | ACE | 32.8 | Not recorded | 69bb82ea0636e5bf4afc1888 | ### SCE NA: 95.3. Result ID: 69bbaac047f34ce924a54685. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCE-LITE-HQ NA: 75.8. Result ID: 69bbaac047f34ce924a54686. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIME NA: 47.8. Result ID: 69bbaac047f34ce924a54683. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FastDIME NA: 36. Result ID: 69bbaac047f34ce924a54684. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ACE NA: 32.8. Result ID: 69bbaac047f34ce924a54682. [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.