SOTAVerified

Fairness

Papers

Showing 45514560 of 5676 papers

TitleStatusHype
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
Geometry-Aware Generation of Adversarial Point CloudsCode0
Does mitigating ML's impact disparity require treatment disparity?Code0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent ApproachCode0
Mitigating Bias in RAG: Controlling the EmbedderCode0
Mitigating Bias in Set Selection with Noisy Protected AttributesCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
GLEE: A Unified Framework and Benchmark for Language-based Economic EnvironmentsCode0
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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