SOTAVerified

Fairness

Papers

Showing 1120 of 5676 papers

TitleStatusHype
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated LearningCode4
Data quality dimensions for fair AICode4
Holistic Evaluation of Language ModelsCode4
RecBole 2.0: Towards a More Up-to-Date Recommendation LibraryCode4
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual ModelsCode4
Kubric: A scalable dataset generatorCode4
Fairness Implications of Encoding Protected Categorical AttributesCode4
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language ModelsCode3
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use CasesCode3
Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised LearningCode3
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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