SOTAVerified

Fairness

Papers

Showing 121130 of 5676 papers

TitleStatusHype
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical ImagingCode1
Demystifying Large Language Models for Medicine: A PrimerCode1
Rule Generation for Classification: Scalability, Interpretability, and FairnessCode1
Disparate Impact in Differential Privacy from Gradient MisalignmentCode1
Distributionally Generative Augmentation for Fair Facial Attribute ClassificationCode1
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness MetricsCode1
Can Editing LLMs Inject Harm?Code1
Can ChatGPT Assess Human Personalities? A General Evaluation FrameworkCode1
Can Vision Transformers Learn without Natural Images?Code1
Achieving Fairness at No Utility Cost via Data Reweighing with InfluenceCode1
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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