SOTAVerified

Fairness

Papers

Showing 27012710 of 5676 papers

TitleStatusHype
FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation0
FedCRL: Personalized Federated Learning with Contrastive Shared Representations for Label Heterogeneity in Non-IID Data0
FedD2S: Personalized Data-Free Federated Knowledge Distillation0
FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributions0
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning0
Entropy-driven Fair and Effective Federated Learning0
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning0
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos0
Deciding What's Fair: Challenges of Applying Reinforcement Learning in Online Marketplaces0
FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning0
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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