SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 921–930 of 1237 papers

TitleStatusHype
Unsupervised dynamic modeling of medical image transformationCode0
Time-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff—0
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data—0
Misguided Use of Observed Covariates to Impute Missing Covariates in Conditional Prediction: A Shrinkage Problem—0
Composable Generative Models—0
Partially Observed Exchangeable Modeling—0
MAIN: Multihead-Attention Imputation Networks—0
Arbitrary Conditional Distributions with EnergyCode0
Wasserstein Graph Neural Networks for Graphs with Missing Attributes—0
Statistical Inference after Kernel Ridge Regression Imputation under item nonresponse—0
Show:102550
← PrevPage 93 of 124Next →
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