SOTAVerified

Fairness

Papers

Showing 27612770 of 5676 papers

TitleStatusHype
Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI0
Algorithmic Fairness0
Fine-Grained Bias Detection in LLM: Enhancing detection mechanisms for nuanced biases0
FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings (Extended Version)0
Fine-Tuning from Limited Feedbacks0
FARF: A Fair and Adaptive Random Forests Classifier0
De-biased Representation Learning for Fairness with Unreliable Labels0
FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning0
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding0
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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