SOTAVerified

Fairness

Papers

Showing 2130 of 5676 papers

TitleStatusHype
PiML Toolbox for Interpretable Machine Learning Model Development and DiagnosticsCode3
A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray InterpretationCode3
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding GraphCode3
Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised LearningCode3
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language ModelsCode3
Fairness in Serving Large Language ModelsCode3
FreeMatch: Self-adaptive Thresholding for Semi-supervised LearningCode3
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use CasesCode3
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound PropagationCode2
Dawn of the transformer era in speech emotion recognition: closing the valence gapCode2
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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