SOTAVerified

Fairness

Papers

Showing 42914300 of 5676 papers

TitleStatusHype
Your fairness may vary: Pretrained language model fairness in toxic text classification0
Knowledge-intensive Language Understanding for Explainable AI0
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckListCode0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets0
Gender Bias in Text: Origin, Taxonomy, and Implications0
Fair Representation Learning using Interpolation Enabled Disentanglement0
Adaptation and Generalization for Unknown Sensitive Factors of Variations0
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning0
Adversarial Stacked Auto-Encoders for Fair Representation Learning0
Statistical Guarantees for Fairness Aware Plug-In Algorithms0
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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