SOTAVerified

Counterfactual Explanation

Returns a contrastive argument that permits to achieve the desired class, e.g., “to obtain this loan, you need XXX of annual revenue instead of the current YYY”

Papers

Showing 1120 of 177 papers

TitleStatusHype
Global Counterfactual Explainer for Graph Neural NetworksCode1
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
Finding Regions of Counterfactual Explanations via Robust OptimizationCode1
Counterfactual Shapley Additive ExplanationsCode1
Distributional Counterfactual Explanations With Optimal TransportCode1
Counterfactual Explainable RecommendationCode1
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesCode1
Show:102550
← PrevPage 2 of 18Next →

No leaderboard results yet.