SOTAVerified

Fairness

Papers

Showing 20212030 of 5676 papers

TitleStatusHype
Evaluating the Promise and Pitfalls of LLMs in Hiring Decisions0
Evaluating the Performance of Nigerian Lecturers using Multilayer Perceptron0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks0
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization0
Fair Correlation Clustering0
Fair Correlation Clustering in Forests0
Adversarial Stacked Auto-Encoders for Fair Representation Learning0
Fair Data Adaptation with Quantile Preservation0
FADE: Towards Fairness-aware Augmentation for Domain Generalization via Classifier-Guided Score-based Diffusion Models0
A Complete Criterion for Value of Information in Soluble Influence Diagrams0
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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