SOTAVerified

Fairness

Papers

Showing 14761500 of 5676 papers

TitleStatusHype
Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques0
DispaRisk: Auditing Fairness Through Usable InformationCode0
Assessing Group Fairness with Social Welfare Optimization0
Testing the Performance of Face Recognition for People with Down Syndrome0
Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models0
A Polynomial-Time Approximation for Pairwise Fair k-Median Clustering0
Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis0
A survey on fairness of large language models in e-commerce: progress, application, and challenge0
Multi-Objective Optimization-based Transmit Beamforming for Multi-Target and Multi-User MIMO-ISAC Systems0
Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum0
The Unfairness of -Fairness0
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing0
DemOpts: Fairness corrections in COVID-19 case prediction models0
Fair Generalized Linear Mixed ModelsCode0
Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models PromptlyCode0
Navigating LLM Ethics: Advancements, Challenges, and Future Directions0
Achieving Fairness Through Channel Pruning for Dermatological Disease DiagnosisCode1
Mitigating federated learning contribution allocation instability through randomized aggregation0
Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario ReductionCode0
Localized Adaptive Risk ControlCode0
Towards Marginal Fairness Sliced Wasserstein Barycenter0
FreeVA: Offline MLLM as Training-Free Video AssistantCode2
Automating Data Annotation under Strategic Human Agents: Risks and Potential SolutionsCode0
Data Trading Combination Auction Mechanism based on the Exponential Mechanism0
Intrinsic Fairness-Accuracy Tradeoffs under Equalized Odds0
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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