SOTAVerified

Fairness

Papers

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Showing 861–870 of 5676 papers

TitleStatusHype
Constrained Sampling with Primal-Dual Langevin Monte CarloCode0
Identifying Implicit Social Biases in Vision-Language Models—0
Benchmarking Bias in Large Language Models during Role-Playing—0
BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks—0
AI-based traffic analysis in digital twin networks—0
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective—0
Monitoring fairness in machine learning models that predict patient mortality in the ICU—0
Proportional Fairness in Non-Centroid Clustering—0
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training—0
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified