SOTAVerified

Fairness

Papers

Showing 211220 of 5676 papers

TitleStatusHype
Bias Propagation in Federated LearningCode1
fairlib: A Unified Framework for Assessing and Improving Classification FairnessCode1
Fair Mixup: Fairness via InterpolationCode1
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin ToneCode1
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMsCode1
Adversarial Attacks on Fairness of Graph Neural NetworksCode1
Can ChatGPT Assess Human Personalities? A General Evaluation FrameworkCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin ColorCode1
Bias and Fairness in Large Language Models: A SurveyCode1
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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