SOTAVerified

Fairness

Papers

Showing 22112220 of 5676 papers

TitleStatusHype
BiasGuard: A Reasoning-enhanced Bias Detection Tool For Large Language Models0
An Empirical Study of Modular Bias Mitigators and Ensembles0
Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations0
Achieving Transparency Report Privacy in Linear Time0
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models0
Learning Fairer Representations with FairVIC0
Travel Demand Forecasting: A Fair AI Approach0
Bias, Fairness, and Accountability with AI and ML Algorithms0
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality0
Balancing Efficiency and Equity in Classroom Assignment under Endogenous Peer Effects0
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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