SOTAVerified

Fairness

Papers

Showing 29812990 of 5676 papers

TitleStatusHype
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks0
DPack: Efficiency-Oriented Privacy Budget SchedulingCode0
Explainable AI for Bioinformatics: Methods, Tools, and ApplicationsCode1
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models0
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints0
Recommending on graphs: a comprehensive review from a data perspective0
Graph Learning with Localized Neighborhood Fairness0
A Seven-Layer Model for Standardising AI Fairness Assessment0
Consistent Range Approximation for Fair Predictive ModelingCode0
Human-Guided Fair Classification for Natural Language ProcessingCode0
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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