SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 901–950 of 5676 papers

TitleStatusHype
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation—0
General Frameworks for Conditional Two-Sample TestingCode0
Revisiting Technical Bias Mitigation Strategies—0
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning—0
Trustworthy XAI and Application—0
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
End-to-End Optimization and Learning of Fair Court Schedules—0
Whither Bias Goes, I Will Go: An Integrative, Systematic Review of Algorithmic Bias Mitigation—0
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg EquilibriumCode1
Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness—0
Fairness Evaluation with Item Response Theory—0
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-JudgesCode0
Data Augmentation via Diffusion Model to Enhance AI Fairness—0
Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game—0
Ethical AI in Retail: Consumer Privacy and Fairness—0
A Semidefinite Relaxation Approach for Fair Graph ClusteringCode0
Cooperation and Fairness in Multi-Agent Reinforcement LearningCode1
Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models—0
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs—0
Text-to-Image Representativity Fairness Evaluation Framework—0
Auditing and Enforcing Conditional Fairness via Optimal Transport—0
FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation—0
Pessimistic Evaluation—0
debiaSAE: Benchmarking and Mitigating Vision-Language Model BiasCode0
The Disparate Benefits of Deep EnsemblesCode0
Fairness-Enhancing Ensemble Classification in Water Distribution NetworksCode0
A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective LandscapesCode0
First-Person Fairness in Chatbots—0
Advancing Fairness in Natural Language Processing: From Traditional Methods to Explainability—0
BenchmarkCards: Large Language Model and Risk Reporting—0
Using Protected Attributes to Consider Fairness in Multi-Agent Systems—0
Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights—0
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluationCode1
FairGLVQ: Fairness in Partition-Based ClassificationCode0
Measuring Spiritual Values and Bias of Large Language Models—0
The Fair Language Model Paradox—0
Bias Similarity Across Large Language Models—0
Hairmony: Fairness-aware hairstyle classification—0
Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention—0
MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes BenchmarkCode0
Towards Fair Graph Representation Learning in Social Networks—0
Gender Bias of LLM in Economics: An Existentialism Perspective—0
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning TasksCode0
Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models?—0
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data—0
Facial Width-to-Height Ratio Does Not Predict Self-Reported Behavioral Tendencies—0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine LearningCode0
On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 OutlookCode2
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains—0
Show:102550
← PrevPage 19 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