SOTAVerified

Fairness

Papers

Showing 12261250 of 5676 papers

TitleStatusHype
Score Normalization for Demographic Fairness in Face Recognition0
Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance0
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset0
Synthetic Counterfactual Faces0
Privacy-preserving gradient-based fair federated learning0
A Comprehensive Review of Recommender Systems: Transitioning from Theory to PracticeCode1
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos0
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence0
The Better Angels of Machine Personality: How Personality Relates to LLM SafetyCode0
Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification0
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer ProblemsCode0
Towards AI-Powered Video Assistant Referee System (VARS) for Association FootballCode2
Are Linear Regression Models White Box and Interpretable?0
A Benchmark for Fairness-Aware Graph Learning0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection0
Rethinking Fair Graph Neural Networks from Re-balancingCode1
EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders0
Mechanistic interpretability of large language models with applications to the financial services industry0
Balancing the Scales: Reinforcement Learning for Fair ClassificationCode0
An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use CasesCode3
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification0
Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation0
Open (Clinical) LLMs are Sensitive to Instruction PhrasingsCode0
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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