SOTAVerified

Fairness

Papers

Showing 34113420 of 5676 papers

TitleStatusHype
Achievement and Fragility of Long-term Equitability0
Bugs in Machine Learning-based Systems: A Faultload Benchmark0
Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education0
Three Applications of Conformal Prediction for Rating Breast Density in Mammography0
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages0
Context matters for fairness -- a case study on the effect of spatial distribution shifts0
Multi-Access Point Coordination for Next-Gen Wi-Fi Networks Aided by Deep Reinforcement Learning0
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing0
OpenXAI: Towards a Transparent Evaluation of Model ExplanationsCode1
FairGrad: Fairness Aware Gradient DescentCode1
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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