SOTAVerified

Fairness

Papers

Showing 19912000 of 5676 papers

TitleStatusHype
Fair Causal Feature Selection0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness0
Fair Classification and Social Welfare0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain0
Fair Classification via Unconstrained Optimization0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models0
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding0
AFed: Algorithmic Fair Federated Learning0
Causal Learning for Trustworthy Recommender Systems: A Survey0
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems0
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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