SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 81–90 of 1237 papers

TitleStatusHype
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Age-structured impact of social distancing on the COVID-19 epidemic in IndiaCode1
BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decompositionCode1
Graph Convolutional Networks for Graphs Containing Missing FeaturesCode1
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood InformationCode1
3D Human Body Reshaping with Anthropometric ModelingCode1
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data TypesCode1
Diffusion models for missing value imputation in tabular dataCode1
Estimating Atmospheric Variables from Digital Typhoon Satellite Images via Conditional Denoising Diffusion ModelsCode1
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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