SOTAVerified

Fairness

Papers

Showing 14111420 of 5676 papers

TitleStatusHype
Empirical Risk Minimization under Fairness ConstraintsCode0
Denoising individual bias for a fairer binary submatrix detectionCode0
Average Individual Fairness: Algorithms, Generalization and ExperimentsCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Addressing Both Statistical and Causal Gender Fairness in NLP ModelsCode0
Individual Preference Stability for ClusteringCode0
B-AVIBench: Towards Evaluating the Robustness of Large Vision-Language Model on Black-box Adversarial Visual-InstructionsCode0
Fairness and Unfairness in Binary and Multiclass Classification: Quantifying, Calculating, and BoundingCode0
Designing Closed Human-in-the-loop Deferral PipelinesCode0
Ensuring Fairness Beyond the Training DataCode0
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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