SOTAVerified

Fairness

Papers

Showing 29512960 of 5676 papers

TitleStatusHype
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems0
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains0
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors0
Evaluating Fair Feature Selection in Machine Learning for Healthcare0
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data0
Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges0
Public Perceptions of Fairness Metrics Across Borders0
Evaluating Fairness Metrics in the Presence of Dataset Bias0
Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information0
Evaluating Gender Bias in Hindi-English Machine Translation0
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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