SOTAVerified

Fairness

Papers

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Showing 1851–1875 of 5676 papers

TitleStatusHype
Global-Liar: Factuality of LLMs over Time and Geographic Regions—0
Bridging Human Concepts and Computer Vision for Explainable Face Verification—0
Trust and ethical considerations in a multi-modal, explainable AI-driven chatbot tutoring system: The case of collaboratively solving Rubik's Cube—0
Graph Fairness Learning under Distribution Shifts—0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Credit Risk Meets Large Language Models: Building a Risk Indicator from Loan Descriptions in P2P Lending—0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
FedFair^3: Unlocking Threefold Fairness in Federated Learning—0
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity—0
Continual Learning with Pre-Trained Models: A SurveyCode4
Distribution-Specific Auditing For Subgroup Fairness—0
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models—0
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently—0
A structured regression approach for evaluating model performance across intersectional subgroups—0
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation—0
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive LearningCode0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective—0
Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare—0
Reranking individuals: The effect of fair classification within-groups—0
Robustness in Fairness against Edge-level Perturbations in GNN-based RecommendationCode0
Causal Perception—0
Benchmarking the Fairness of Image Upsampling MethodsCode0
Generative AI Triggers Welfare-Reducing Decisions in Humans—0
Falcon: Fair Active Learning using Multi-armed BanditsCode0
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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