SOTAVerified

Fairness

Papers

Showing 10111020 of 5676 papers

TitleStatusHype
Are Models Biased on Text without Gender-related Language?Code0
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto FrontierCode0
Censoring Representations with an AdversaryCode0
Active Sampling for Min-Max FairnessCode0
Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous DrivingCode0
Attraction-Repulsion clustering with applications to fairnessCode0
A Large-Scale Empirical Study on Improving the Fairness of Image Classification ModelsCode0
KL Divergence Estimation with Multi-group AttributionCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
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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