SOTAVerified

Fairness

Papers

Showing 25712580 of 5676 papers

TitleStatusHype
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification0
Fair learning with Wasserstein barycenters for non-decomposable performance measures0
Data Augmentation for Personal Knowledge Base Population0
Lagrangian Duality for Constrained Deep Learning0
Inference-time Stochastic Ranking with Risk Control0
Data Augmentation via Diffusion Model to Enhance AI Fairness0
Agent Incentives: A Causal Perspective0
Fair Regression under Sample Selection Bias0
Fair regression via plug-in estimator and recalibration with statistical guarantees0
Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection0
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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