SOTAVerified

Fairness

Papers

Showing 28512860 of 5676 papers

TitleStatusHype
Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition0
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers0
Learning Density-Based Correlated Equilibria for Markov GamesCode0
Entity Aware Modelling: A Survey0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning0
Preventing Discriminatory Decision-making in Evolving Data Streams0
Individual Fairness under Uncertainty0
Fairly Adaptive Negative Sampling for Recommendations0
Efficiency 360: Efficient Vision TransformersCode1
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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