SOTAVerified

Fairness

Papers

Showing 15811590 of 5676 papers

TitleStatusHype
Privacy at a Price: Exploring its Dual Impact on AI Fairness0
Quantifying fair income distribution in Thailand0
Closing the Gap in the Trade-off between Fair Representations and Accuracy0
Utility-Fairness Trade-Offs and How to Find Them0
PraFFL: A Preference-Aware Scheme in Fair Federated LearningCode0
Misinformation Resilient Search Rankings with Webgraph-based InterventionsCode0
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward0
Balanced Mixed-Type Tabular Data Synthesis with Diffusion ModelsCode0
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality0
The Impact of Speech Anonymization on Pathology and Its LimitsCode0
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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