SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–650 of 5676 papers

TitleStatusHype
A Comprehensive Social Bias Audit of Contrastive Vision Language Models—0
It's complicated. The relationship of algorithmic fairness and non-discrimination regulations for high-risk systems in the EU AI Act—0
Paper Quality Assessment based on Individual Wisdom Metrics from Open Peer Review—0
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image GenerationCode1
Enhancing Multi-Attribute Fairness in Healthcare Predictive Modeling—0
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal RecommendationsCode1
CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning—0
On the "Illusion" of Gender Bias in Face Recognition: Explaining the Fairness Issue Through Non-demographic Attributes—0
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic DataCode4
Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum—0
Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness—0
Are generative models fair? A study of racial bias in dermatological image generation—0
Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study—0
Fairness Testing through Extreme Value Theory—0
Measuring Fairness in Financial Transaction Machine Learning Models—0
Distributed Quasi-Newton Method for Fair and Fast Federated Learning—0
FaceXBench: Evaluating Multimodal LLMs on Face UnderstandingCode1
Beyond Reward Hacking: Causal Rewards for Large Language Model AlignmentCode4
AI in Support of Diversity and Inclusion—0
Artificial Intelligence-Driven Clinical Decision Support Systems—0
U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection—0
Analyzing the Ethical Logic of Six Large Language Models—0
Uncovering Bias in Foundation Models: Impact, Testing, Harm, and MitigationCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware ClassificationCode0
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation—0
Mitigating Algorithmic Bias in Multiclass CNN Classifications Using Causal Modeling—0
Reducing Latency by Eliminating CSIT Feedback: FDD Downlink MIMO Precoding Without CSIT Feedback for Internet-of-Things Communications—0
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic HiringCode0
Procedural Fairness and Its Relationship with Distributive Fairness in Machine LearningCode0
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences—0
DVM: Towards Controllable LLM Agents in Social Deduction Games—0
Recommending the right academic programs: An interest mining approach using BERTopic—0
Resource Allocation under the Latin Square Constraint—0
Assessing instructor-AI cooperation for grading essay-type questions in an introductory sociology courseCode0
On the Sum Rate and User Fairness of STAR-RIS Aided Communications—0
Coverage and Spectral Efficiency of NOMA-Enabled LEO Satellite Networks with Ordering Schemes—0
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing—0
Repeat-bias-aware Optimization of Beyond-accuracy Metrics for Next Basket RecommendationCode0
Real-Time Integrated Dispatching and Idle Fleet Steering with Deep Reinforcement Learning for A Meal Delivery Platform—0
Deontic Temporal Logic for Formal Verification of AI Ethics—0
Recommender Systems for Social Good: The Role of Accountability and Sustainability—0
FairCoder: Evaluating Social Bias of LLMs in Code GenerationCode0
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition BenchmarkCode1
Bundled School Choice—0
Toward Sufficient Statistical Power in Algorithmic Bias Assessment: A Test for ABROCA—0
Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training—0
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring ContextsCode0
BiasGuard: Guardrailing Fairness in Machine Learning Production SystemsCode0
Show:102550
← PrevPage 13 of 114Next →
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