SOTAVerified

Fairness

Papers

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Showing 1001–1025 of 5676 papers

TitleStatusHype
Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance—0
On Fairness of Unified Multimodal Large Language Model for Image Generation—0
Multi-objective methods in Federated Learning: A survey and taxonomy—0
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems—0
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data—0
CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics—0
Review of Demographic Fairness in Face Recognition—0
Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach—0
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation—0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Explainability-Driven Quality Assessment for Rule-Based Systems—0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies—0
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values—0
The Impact of Persona-based Political Perspectives on Hateful Content Detection—0
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification—0
Superhuman Game AI Disclosure: Expertise and Context Moderate Effects on Trust and Fairness—0
RIS Meets O-RAN: A Practical Demonstration of Multi-user RIS Optimization through RIC—0
A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization—0
Stream-Based Monitoring of Algorithmic Fairness—0
Machine Learning Fairness for Depression Detection using EEG Data—0
From Data to Action: Charting A Data-Driven Path to Combat Antimicrobial Resistance—0
Improving Minimax Group Fairness in Sequential RecommendationCode0
Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models—0
Induced Modularity and Community Detection for Functionally Interpretable Reinforcement Learning—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