SOTAVerified

Fairness

Papers

Showing 50215030 of 5676 papers

TitleStatusHype
Decoding Demographic un-fairness from Indian NamesCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Fairness for Robust Log Loss ClassificationCode0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
Quota-based debiasing can decrease representation of already underrepresented groupsCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
Achieving Long-Term Fairness in Sequential Decision MakingCode0
The Fairness Stitch: Unveiling the Potential of Model Stitching in Neural Network De-BiasingCode0
Nuanced Metrics for Measuring Unintended Bias with Real Data for Text ClassificationCode0
Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous DrivingCode0
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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