SOTAVerified

Fairness

Papers

Showing 551575 of 5676 papers

TitleStatusHype
Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks0
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection0
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach0
DECAF: Learning to be Fair in Multi-agent Resource Allocation0
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data0
On Fairness of Unified Multimodal Large Language Model for Image Generation0
Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation EmbeddingsCode0
Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance0
Multi-objective methods in Federated Learning: A survey and taxonomy0
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems0
Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach0
CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics0
Review of Demographic Fairness in Face Recognition0
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMsCode1
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation0
Explainability-Driven Quality Assessment for Rule-Based Systems0
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
The Impact of Persona-based Political Perspectives on Hateful Content Detection0
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values0
Superhuman Game AI Disclosure: Expertise and Context Moderate Effects on Trust and Fairness0
RIS Meets O-RAN: A Practical Demonstration of Multi-user RIS Optimization through RIC0
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification0
A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified