SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 441–450 of 1237 papers

TitleStatusHype
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
Forecasting the Price of Rice in Banda Aceh after Covid-19—0
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation—0
Constructing High Frequency Economic Indicators by Imputation—0
Clustering-based Imputation for Dropout Buyers in Large-scale Online Experimentation—0
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems—0
A General Framework for Uncertainty Quantification via Neural SDE-RNN—0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—0
Graph Sanitation with Application to Node Classification—0
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder—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