SOTAVerified

Fairness

Papers

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Showing 1201–1225 of 5676 papers

TitleStatusHype
AI Fairness: from Principles to Practice—0
A Characterization of Maximum Nash Welfare for Indivisible Goods—0
Dbias: Detecting biases and ensuring Fairness in news articles—0
A Survey on Preserving Fairness Guarantees in Changing Environments—0
AI Fairness for People with Disabilities: Point of View—0
A Center in Your Neighborhood: Fairness in Facility Location—0
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions—0
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent—0
A survey on knowledge-enhanced multimodal learning—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
Counterfactual Fairness through Transforming Data Orthogonal to Bias—0
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges—0
Counterfactual Fairness through Data Preprocessing—0
Counterfactual fairness: removing direct effects through regularization—0
AI Ethics Principles in Practice: Perspectives of Designers and Developers—0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations—0
Counterfactual Fairness Is Basically Demographic Parity—0
Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems—0
Counterfactual Fairness with Partially Known Causal Graph—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Data vs. Model Machine Learning Fairness Testing: An Empirical Study—0
A Survey on LLM-based News Recommender Systems—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic 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