SOTAVerified

Fairness

Papers

Showing 161–170 of 5676 papers

TitleStatusHype
Controllable Guarantees for Fair Outcomes via Contrastive Information EstimationCode1
Controlling Directions Orthogonal to a ClassifierCode1
AITTI: Learning Adaptive Inclusive Token for Text-to-Image GenerationCode1
Cohort Shapley value for algorithmic fairnessCode1
Counterfactual Inference for Text Classification DebiasingCode1
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and DifferencesCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
A Large-scale Universal Evaluation Benchmark For Face Forgery DetectionCode1
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning ApproachCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified