SOTAVerified

Fairness

Papers

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Showing 1521–1530 of 5676 papers

TitleStatusHype
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems—0
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data—0
On Mobility Equity and the Promise of Emerging Transportation Systems—0
Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias—0
Post-processing fairness with minimal changes—0
Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective—0
Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule—0
Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors—0
Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems—0
Submodular Maximization Approaches for Equitable Client Selection 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