SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 621–630 of 1237 papers

TitleStatusHype
MoTM: Towards a Foundation Model for Time Series Imputation based on Continuous Modeling—0
ClueGAIN: Application of Transfer Learning On Generative Adversarial Imputation Nets (GAIN)—0
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records—0
Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values—0
Multi-Linear Kernel Regression and Imputation in Data Manifolds—0
Multilinear Kernel Regression and Imputation via Manifold Learning—0
Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique—0
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion—0
Clustering with missing data: which equivalent for Rubin's rules?—0
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI—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