SOTAVerified

Fairness

Papers

Showing 24212430 of 5676 papers

TitleStatusHype
FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System0
Procedural Fairness Through Decoupling Objectionable Data Generating ComponentsCode0
Multi-objective Reinforcement Learning with Nonlinear Preferences: Provable Approximation for Maximizing Expected Scalarized Return0
Certified Defense on the Fairness of Graph Neural NetworksCode0
LLMs grasp morality in concept0
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information RetrievalCode0
Post Turing: Mapping the landscape of LLM Evaluation0
Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical StudyCode0
Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs0
Dynamic Fair Federated Learning Based on Reinforcement 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