SOTAVerified

Fairness

Papers

Showing 30513060 of 5676 papers

TitleStatusHype
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center studyCode0
Weighted Notions of Fairness with Binary Supermodular Chores0
Fairness-enhancing deep learning for ride-hailing demand prediction0
Identification of Systematic Errors of Image Classifiers on Rare Subgroups0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules0
HappyMap: A Generalized Multi-calibration Method0
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition0
The Casual Conversations v2 Dataset0
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back0
Causal Dependence Plots0
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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