SOTAVerified

Fairness

Papers

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Showing 1701–1725 of 5676 papers

TitleStatusHype
Ensuring Fair LLM Serving Amid Diverse Applications—0
Bias Mitigation Post-processing for Individual and Group Fairness—0
Ensuring Fairness under Prior Probability Shifts—0
Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems—0
Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
Entity Aware Modelling: A Survey—0
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems—0
Towards Fairness-Aware Federated Learning—0
AI-based traffic analysis in digital twin networks—0
Enumeration of Distinct Support Vectors for Interactive Decision Making—0
Contrastive Fairness in Machine Learning—0
Envy-Free Classification—0
EOMM: An Engagement Optimized Matchmaking Framework—0
Bias Similarity Across Large Language Models—0
Bias-Tolerant Fair Classification—0
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
A New Approach to Fair Distribution of Welfare—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—0
Equality before the Law: Legal Judgment Consistency Analysis for Fairness—0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
Equality of Effort via Algorithmic Recourse—0
Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified