ResearchTasksUser Perceived UnderstandabilityUser Perceived UnderstandabilityFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedLikert-scale survey Group 2 Medical Expert Doctor 1.0SHAP + non-contextual explanation4Understand Model Decision3Feb 26, 2026Likert-scale survey Group 1 1.0 (Layperson)contextualSHAP3.2Understandability: Decision Path Clarity3Feb 26, 2026
Likert-scale survey Group 2 Medical Expert Doctor 1.0SHAP + non-contextual explanation4Understand Model Decision3Feb 26, 2026
Likert-scale survey Group 1 1.0 (Layperson)contextualSHAP3.2Understandability: Decision Path Clarity3Feb 26, 2026