SOTAVerified

Fairness

Papers

Showing 23512360 of 5676 papers

TitleStatusHype
Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective0
Explaining Knock-on Effects of Bias Mitigation0
Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework0
FFT: Towards Harmlessness Evaluation and Analysis for LLMs with Factuality, Fairness, ToxicityCode0
Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning0
A data-science pipeline to enable the Interpretability of Many-Objective Feature SelectionCode0
The Devil is in the Data: Learning Fair Graph Neural Networks via Partial Knowledge DistillationCode0
ROBBIE: Robust Bias Evaluation of Large Generative Language Models0
Fair Text-to-Image Diffusion via Fair Mapping0
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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