SOTAVerified

Fairness

Papers

Showing 49915000 of 5676 papers

TitleStatusHype
Fairify: Fairness Verification of Neural NetworksCode0
Fair In-Context Learning via Latent Concept VariablesCode0
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness MetricsCode0
Social Biases in Knowledge Representations of Wikidata separates Global North from Global SouthCode0
Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness CriteriaCode0
Noise-tolerant fair classificationCode0
Fairness and Unfairness in Binary and Multiclass Classification: Quantifying, Calculating, and BoundingCode0
Influence-based Attributions can be ManipulatedCode0
UP5: Unbiased Foundation Model for Fairness-aware RecommendationCode0
Information Bargaining: Bilateral Commitment in Bayesian PersuasionCode0
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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