SOTAVerified

Fairness

Papers

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Showing 3021–3030 of 5676 papers

TitleStatusHype
Privacy-Preserving Fair Item Ranking—0
Privacy-Preserving Fair Synthetic Tabular Data—0
Privacy-preserving gradient-based fair federated learning—0
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation—0
Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation—0
Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S—0
Private Private Information—0
Private Rate-Constrained Optimization with Applications to Fair Learning—0
Private Training Set Inspection in MLaaS—0
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning—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