SOTAVerified

Fairness

Papers

Showing 40614070 of 5676 papers

TitleStatusHype
CONFAIR: Configurable and Interpretable Algorithmic Fairness0
Fairness Testing of Deep Image Classification with Adequacy Metrics0
Legal Fairness Analysis via Treatment Effect Estimation0
Interpretable and Fair Boolean Rule Sets via Column Generation0
Fairness-aware Online Price Discrimination with Nonparametric Demand Models0
Fair NLP Models with Differentially Private Text Encoders0
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing0
Measuring Fairness of Text Classifiers via Prediction Sensitivity0
Your fairness may vary: Pretrained language model fairness in toxic text classification0
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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