SOTAVerified

Fairness

Papers

Showing 15611570 of 5676 papers

TitleStatusHype
On Baselines for Local Feature AttributionsCode0
On Causally Disentangled RepresentationsCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node InjectionsCode0
One Fits All: Learning Fair Graph Neural Networks for Various Sensitive AttributesCode0
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning TasksCode0
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIsCode0
On Generalized Degree Fairness in Graph Neural NetworksCode0
Best Practices for Responsible Machine Learning in Credit ScoringCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified