SOTAVerified

Fairness

Papers

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Showing 3601–3610 of 5676 papers

TitleStatusHype
Time-consistent pension policy with minimum guarantee and sustainability constraint—0
To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods—0
To be Robust and to be Fair: Aligning Fairness with Robustness—0
How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective—0
To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier—0
Toward a better trade-off between performance and fairness with kernel-based distribution matching—0
Toward A Logical Theory Of Fairness and Bias—0
Toward Automated Detection of Biased Social Signals from the Content of Clinical Conversations—0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Toward Fairer Face Recognition Datasets—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