SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 741–750 of 1237 papers

TitleStatusHype
Convolutional Bipartite Attractor Networks—0
Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations—0
Probabilistic Net Load Forecasting for High-Penetration RES Grids Utilizing Enhanced Conditional Diffusion Model—0
Convolutional Imputation of Matrix Networks—0
Probabilistic Spatial Interpolation of Sparse Data using Diffusion Models—0
Processing of incomplete images by (graph) convolutional neural networks—0
Prognostics of Surgical Site Infections using Dynamic Health Data—0
PROMISSING: Pruning Missing Values in Neural Networks—0
Propensity score estimation using classification and regression trees in the presence of missing covariate data—0
Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms—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