SOTAVerified

Fairness

Papers

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Showing 1951–1975 of 5676 papers

TitleStatusHype
FairEM360: A Suite for Responsible Entity MatchingCode0
Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent—0
Fair Graph Neural Network with Supervised Contrastive Regularization—0
Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order PickingCode0
FairICP: Encouraging Equalized Odds via Inverse Conditional PermutationCode0
DRoP: Distributionally Robust PruningCode0
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set—0
Data Readiness for AI: A 360-Degree Survey—0
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection—0
Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4—0
Inference-Time Rule Eraser: Fair Recognition via Distilling and Removing Biased Rules—0
Data Stream Sampling with Fuzzy Task Boundaries and Noisy LabelsCode0
Impact of Fairness Regulations on Institutions' Policies and Population Qualifications—0
Super Apps and the Digital Markets Act—0
A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering—0
Accurately Classifying Out-Of-Distribution Data in Facial Recognition—0
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI—0
Algorithmic Fairness and Social Welfare—0
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion—0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers—0
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement—0
Balancing Efficiency and Equity in Classroom Assignment under Endogenous Peer Effects—0
Dynamic Resource Allocation with Karma: An Experimental Study—0
Towards detecting unanticipated bias in Large Language Models—0
Incentives in Private Collaborative Machine Learning—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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