SOTAVerified

Fairness

Papers

Showing 26812690 of 5676 papers

TitleStatusHype
DECAF: Learning to be Fair in Multi-agent Resource Allocation0
A Unified Framework for Input Feature Attribution Analysis0
Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models0
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning0
Fault Tolerance of Neural Networks in Adversarial Settings0
Fault Diagnosis of Discrete-Event Systems under Non-Deterministic Observations with Output Fairness0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications0
Algorithmic Fairness and Statistical Discrimination0
Ad Auctions for LLMs via Retrieval Augmented Generation0
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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