SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 901–910 of 1237 papers

TitleStatusHype
Preparing Weather Data for Real-Time Building Energy Simulation—0
A Recommender System-Inspired Cloud Data Filling Scheme for Satellite-based Coastal Observation—0
Pretrained Mobility Transformer: A Foundation Model for Human Mobility—0
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation—0
Principal Component Analysis based frameworks for efficient missing data imputation algorithms—0
Arbitrarily-conditioned Data Imputation—0
Privacy-Preserved Big Data Analysis Based on Asymmetric Imputation Kernels and Multiside Similarities—0
Privacy Preserving Data Imputation via Multi-party Computation for Medical Applications—0
What is Hiding in Medicine's Dark Matter? Learning with Missing Data in Medical Practices—0
Empirical Bayes Linked Matrix Decomposition—0
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All datasetsHMNISTPhysioNet Challenge 2012Sprites

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)MSE0—Unverified