SOTAVerified

Fairness

Papers

Showing 27912800 of 5676 papers

TitleStatusHype
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules0
Identification of Systematic Errors of Image Classifiers on Rare Subgroups0
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition0
The Casual Conversations v2 Dataset0
HappyMap: A Generalized Multi-calibration Method0
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back0
Causal Dependence Plots0
Group conditional validity via multi-group learning0
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation ApproachCode0
Privacy-Preserving Fair Item Ranking0
Show:102550
← PrevPage 280 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