SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 526–550 of 5676 papers

TitleStatusHype
Fairness is Not Silence: Unmasking Vacuous Neutrality in Small Language Models—0
FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines—0
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning—0
Design and Evaluation of Deep Learning-Based Dual-Spectrum Image Fusion Methods—0
Hidden Bias in the Machine: Stereotypes in Text-to-Image Models—0
Addressing Correlated Latent Exogenous Variables in Debiased Recommender SystemsCode0
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective—0
Statistical Hypothesis Testing for Auditing Robustness in Language Models—0
Improving Fairness of Large Language Models in Multi-document SummarizationCode0
Learning-Based Multiuser Scheduling in MIMO-OFDM Systems with Hybrid Beamforming—0
Accelerating Spectral Clustering under Fairness Constraints—0
Ensuring Reliability of Curated EHR-Derived Data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework—0
FairPFN: A Tabular Foundation Model for Causal FairnessCode0
fairmetrics: An R package for group fairness evaluation—0
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition—0
Information Bargaining: Bilateral Commitment in Bayesian PersuasionCode0
The World of AI: A Novel Approach to AI Literacy for First-year Engineering Students—0
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition—0
FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA)—0
Spectral Efficiency Maximization for mmWave MIMO-Aided Integrated Sensing and Communication Under Practical Constraints—0
Composing Agents to Minimize Worst-case RiskCode0
Crowd-SFT: Crowdsourcing for LLM Alignment—0
Learning Fair And Effective Points-Based Rewards Programs—0
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning—0
CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom DialoguesCode0
Show:102550
← PrevPage 22 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