SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2826–2850 of 5676 papers

TitleStatusHype
Auditing for Spatial FairnessCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Uncovering Bias in Face Generation Models—0
Fairguard: Harness Logic-based Fairness Rules in Smart Cities—0
Recall, Robustness, and Lexicographic EvaluationCode0
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources—0
Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship—0
Fair Correlation Clustering in Forests—0
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks—0
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective LearningCode0
Scalable Infomin LearningCode1
Mean Parity Fair Regression in RKHSCode0
Towards Measuring and Scoring Speaker Diarization Fairness—0
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation—0
FederatedTrust: A Solution for Trustworthy Federated Learning—0
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification—0
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning—0
Improving Fairness in Adaptive Social Exergames via Shapley Bandits—0
Designing Equitable AlgorithmsCode0
Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions—0
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective—0
The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction—0
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility—0
On (assessing) the fairness of risk score models—0
Complex QA and language models hybrid architectures, Survey—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