SOTAVerified

Fairness

Papers

Showing 33713380 of 5676 papers

TitleStatusHype
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods0
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
Probing Classifiers are Unreliable for Concept Removal and Detection0
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification0
On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis0
An Approach to Ensure Fairness in News ArticlesCode1
Enhancing Fairness of Visual Attribute PredictorsCode0
Individual Preference Stability for ClusteringCode0
Fairness and Bias in Robot Learning0
Calibrate to InterpretCode0
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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