SOTAVerified

Fairness

Papers

Showing 14611470 of 5676 papers

TitleStatusHype
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness CalibrationCode0
Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness0
Fairness, not Emotion, Drives Socioeconomic Decision Making0
A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach0
Bias Begets Bias: The Impact of Biased Embeddings on Diffusion Models0
A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View0
LabellessFace: Fair Metric Learning for Face Recognition without Attribute Labels0
Using Synthetic Data to Mitigate Unfairness and Preserve Privacy in Collaborative Machine Learning0
Fair CoVariance Neural Networks0
Promoting Fairness in Link Prediction with Graph Enhancement0
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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