SOTAVerified

Fairness

Papers

Showing 24712480 of 5676 papers

TitleStatusHype
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification0
Fairness Testing of Deep Image Classification with Adequacy Metrics0
Fairness Testing: Testing Software for Discrimination0
Fairness Testing through Extreme Value Theory0
A Survey on Trustworthy Recommender Systems0
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data0
Fairness Through Computationally-Bounded Awareness0
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning0
Fairness Violations and Mitigation under Covariate Shift0
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis0
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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