SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1191–1200 of 1237 papers

TitleStatusHype
Identifying TBI Physiological States by Clustering Multivariate Clinical Time-Series DataCode0
Semi-Parametric Inducing Point Networks and Neural ProcessesCode0
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing DataCode0
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active SensingCode0
SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental MonitoringCode0
snpQT: flexible, reproducible, and comprehensive quality control and imputation of genomic dataCode0
SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor DataCode0
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data ImputationCode0
Statistical Jump Model for Mixed-Type Data with Missing Data ImputationCode0
Statistical Test for Feature Selection Pipelines by Selective InferenceCode0
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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