SOTAVerified

Fairness

Papers

Showing 41214130 of 5676 papers

TitleStatusHype
Federated Multi-Task Learning under a Mixture of DistributionsCode1
Fairness-Aware Online Meta-learning0
Addressing Algorithmic Disparity and Performance Inconsistency in Federated LearningCode1
EqGNN: Equalized Node Opportunity in GraphsCode0
Reliability and Robustness of Transformers for Automated Short-Answer Grading0
FARF: A Fair and Adaptive Random Forests Classifier0
Blockchain-based Trustworthy Federated Learning Architecture0
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing0
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems0
Online Fairness-Aware Learning with Imbalanced Data Streams0
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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