SOTAVerified

Fairness

Papers

Showing 16761700 of 5676 papers

TitleStatusHype
Scalable Fair ClusteringCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Scaling Vision Transformers to 22 Billion ParametersCode0
Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker SatisfactionCode0
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual FairnessCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Rethinking Affect Analysis: A Protocol for Ensuring Fairness and ConsistencyCode0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
seeBias: A Comprehensive Tool for Assessing and Visualizing AI FairnessCode0
SeeGULL Multilingual: a Dataset of Geo-Culturally Situated StereotypesCode0
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?Code0
Selective Regression Under Fairness CriteriaCode0
Certifying Some Distributional Fairness with Subpopulation DecompositionCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
Ensuring Fairness Beyond the Training DataCode0
Fairness Improvement with Multiple Protected Attributes: How Far Are We?Code0
Ethical Considerations for Responsible Data CurationCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Fairness-Aware Structured Pruning in TransformersCode0
Should We Attend More or Less? Modulating Attention for FairnessCode0
Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge DistillationCode0
Simulating counterfactualsCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning TasksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified