SOTAVerified

Fairness

Papers

Showing 30613070 of 5676 papers

TitleStatusHype
FairMILE: Towards an Efficient Framework for Fair Graph Representation LearningCode0
Holistic Evaluation of Language ModelsCode4
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite ImageryCode0
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN0
Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders0
Scalar Invariant Networks with Zero Bias0
On Energy Efficiency and Fairness Maximization in RIS-Assisted MU-MISO mmWave Communications0
On Penalization in Stochastic Multi-armed Bandits0
A Survey on Preserving Fairness Guarantees in Changing Environments0
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition0
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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