SOTAVerified

Fairness

Papers

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Showing 1651–1660 of 5676 papers

TitleStatusHype
Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization—0
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
An Empirical Analysis of Fairness Notions under Differential Privacy—0
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty—0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
End-to-End Optimization and Learning of Fair Court Schedules—0
Energy-Efficient Cell-Free Massive MIMO with Wireless Fronthaul—0
Energy Efficient Fair STAR-RIS for Mobile Users—0
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation—0
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified