SOTAVerified

Fairness

Papers

Showing 24512460 of 5676 papers

TitleStatusHype
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning0
FairPrism: Evaluating Fairness-Related Harms in Text GenerationCode1
FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness0
Hierarchical Federated Learning Incentivization for Gas Usage Estimation0
Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search0
FFPDG: Fast, Fair and Private Data Generation0
Transformers in Healthcare: A Survey0
On the Cause of Unfairness: A Training Sample Perspective0
Improving Fairness in Deepfake DetectionCode1
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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