SOTAVerified

Fairness

Papers

Showing 44014425 of 5676 papers

TitleStatusHype
On the Existence of Simpler Machine Learning Models0
Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps0
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems0
A Study on Bias and Fairness In Deep Speaker Recognition0
A Study on Fairness and Trust Perceptions in Automated Decision Making0
A Suite of Fairness Datasets for Tabular Classification0
A survey of algorithmic recourse: definitions, formulations, solutions, and prospects0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication0
Towards Fairness-Aware Federated Learning0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review0
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis0
A Survey of NOMA: State of the Art, Key Techniques, Open Challenges, Security Issues and Future Trends0
A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View0
A survey of recent methods for addressing AI fairness and bias in biomedicine0
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges0
A Survey on Bias and Fairness in Natural Language Processing0
A survey on bias in machine learning research0
A Survey on Fairness-aware Recommender Systems0
A Survey on Fairness in Large Language Models0
A survey on fairness of large language models in e-commerce: progress, application, and challenge0
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges0
A survey on knowledge-enhanced multimodal learning0
A Survey on LLM-based News Recommender Systems0
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions0
A Survey on Preserving Fairness Guarantees in Changing Environments0
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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