SOTAVerified

Fairness

Papers

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Showing 1111–1120 of 5676 papers

TitleStatusHype
Meta-Learning Empowered Graph Neural Networks for Radio Resource Management—0
Self-Improving Diffusion Models with Synthetic Data—0
Responsible AI for Test Equity and Quality: The Duolingo English Test as a Case Study—0
The effects of data preprocessing on probability of default model fairness—0
Fairness, Accuracy, and Unreliable Data—0
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data—0
Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?—0
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems—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
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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