SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 611–620 of 1237 papers

TitleStatusHype
Model-Free State Estimation Using Low-Rank Canonical Polyadic Decomposition—0
Modeling electronic health record data using a knowledge-graph-embedded topic model—0
Modeling Missing Data in Clinical Time Series with RNNs—0
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations—0
Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion—0
Modelling Genetic Variations using Fragmentation-Coagulation Processes—0
No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series—0
Modelling Major Disease Outbreaks in the 21st Century: A Causal Approach—0
Modern Multiple Imputation with Functional Data—0
Monocular Depth Estimation using Diffusion Models—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