SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 461–470 of 1237 papers

TitleStatusHype
General Causal Imputation via Synthetic Interventions—0
Generalised learning of time-series: Ornstein-Uhlenbeck processes—0
Convolutional Imputation of Matrix Networks—0
Generalized Linear Models for Aggregated Data—0
Convolutional Neural Processes for Inpainting Satellite Images—0
General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data—0
Blood lactate concentration prediction in critical care patients: handling missing values—0
DiffPhase: Generative Diffusion-based STFT Phase Retrieval—0
Generative Adversarial Classification Network with Application to Network Traffic Classification—0
Ae^2I: A Double Autoencoder for Imputation of Missing Values—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