SOTAVerified

Fairness

Papers

Showing 43714380 of 5676 papers

TitleStatusHype
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification0
A Seven-Layer Model for Standardising AI Fairness Assessment0
A short review of the main concerns in A.I. development and application within the public sector supported by NLP and TM0
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective0
A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization0
Asking an AI for salary negotiation advice is a matter of concern: Controlled experimental perturbation of ChatGPT for protected and non-protected group discrimination on a contextual task with no clear ground truth answers0
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem0
A Sociotechnical Lens for Evaluating Computer Vision Models: A Case Study on Detecting and Reasoning about Gender and Emotion0
A Sociotechnical View of Algorithmic Fairness0
ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems0
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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