SOTAVerified

Fairness

Papers

Showing 31113120 of 5676 papers

TitleStatusHype
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking0
Entity Aware Modelling: A Survey0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning0
Fairly Adaptive Negative Sampling for Recommendations0
Learning Density-Based Correlated Equilibria for Markov GamesCode0
Individual Fairness under Uncertainty0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Preventing Discriminatory Decision-making in Evolving Data Streams0
Group Fairness with Uncertainty in Sensitive Attributes0
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers0
Show:102550
← PrevPage 312 of 568Next →

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