SOTAVerified

Fairness

Papers

Showing 201210 of 5676 papers

TitleStatusHype
BAD: BiAs Detection for Large Language Models in the context of candidate screeningCode1
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsCode1
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model RecommendationCode1
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural NetworksCode1
Statistical Inference for Fairness AuditingCode1
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class AssociationsCode1
Optimizing fairness tradeoffs in machine learning with multiobjective meta-modelsCode1
EvalRS 2023. Well-Rounded Recommender Systems For Real-World DeploymentsCode1
FairRec: Fairness Testing for Deep Recommender SystemsCode1
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image ModelsCode1
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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