SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 581–590 of 1237 papers

TitleStatusHype
FastSTI: A Fast Conditional Pseudo Numerical Diffusion Model for Spatio-temporal Traffic Data Imputation—0
Composable Generative Models—0
Artificial Neural Networks to Impute Rounded Zeros in Compositional Data—0
Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees—0
Fast Imbalanced Classification of Healthcare Data with Missing Values—0
Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion—0
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset—0
A robust deep learning-based damage identification approach for SHM considering missing data—0
A Mechanism for Producing Aligned Latent Spaces with Autoencoders—0
A Bayesian Perspective on Uncertainty Quantification for Estimated Graph Signals—0
Show:102550
← PrevPage 59 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