SOTAVerified

Fairness

Papers

Showing 45314540 of 5676 papers

TitleStatusHype
Mining bias-target Alignment from Voronoi CellsCode0
Pragmatic Fairness: Developing Policies with Outcome Disparity ControlCode0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to EvolvabilityCode0
Misinformation Resilient Search Rankings with Webgraph-based InterventionsCode0
Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual InstabilityCode0
Scalable Fair ClusteringCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
Mitigating Algorithmic Bias with Limited AnnotationsCode0
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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