SOTAVerified

Fairness

Papers

Showing 201210 of 5676 papers

TitleStatusHype
Fair and Optimal Classification via Post-ProcessingCode1
Fair Attribute Classification through Latent Space De-biasingCode1
Bias Propagation in Federated LearningCode1
BiasPruner: Debiased Continual Learning for Medical Image ClassificationCode1
FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian PerturbationCode1
Fair Diffusion: Instructing Text-to-Image Generation Models on FairnessCode1
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
Fair Federated Learning under Domain Skew with Local Consistency and Domain DiversityCode1
FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit FeedbackCode1
Can Active Learning Preemptively Mitigate Fairness Issues?Code1
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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