SOTAVerified

Fairness

Papers

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Showing 21–30 of 5676 papers

TitleStatusHype
Artificial Delegates Resolve Fairness Issues in Perpetual Voting with Partial Turnout—0
Producer-Fairness in Sequential Bundle Recommendation—0
Demonstration of effective UCB-based routing in skill-based queues on real-world data—0
Peer-to-Peer Energy Markets With Uniform Pricing: A Dynamic Operating Envelope Approach—0
Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction—0
Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks—0
Visibly Fair Mechanisms—0
Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition—0
Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective—0
An Axiomatization of the Random Priority Rule—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