SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1351–1375 of 5676 papers

TitleStatusHype
Advancing Fairness in Natural Language Processing: From Traditional Methods to Explainability—0
First-Person Fairness in Chatbots—0
BenchmarkCards: Large Language Model and Risk Reporting—0
Using Protected Attributes to Consider Fairness in Multi-Agent Systems—0
The Fair Language Model Paradox—0
Measuring Spiritual Values and Bias of Large Language Models—0
MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes BenchmarkCode0
Bias Similarity Across Large Language Models—0
Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention—0
Towards Fair Graph Representation Learning in Social Networks—0
Hairmony: Fairness-aware hairstyle classification—0
Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models?—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
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
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine LearningCode0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
What is Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias—0
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games—0
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains—0
RAB^2-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients—0
A Unified Debiasing Approach for Vision-Language Models across Modalities and TasksCode0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users—0
Active Fourier Auditor for Estimating Distributional Properties of ML Models—0
Show:102550
← PrevPage 55 of 228Next →
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