SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 911–920 of 1237 papers

TitleStatusHype
Time Series Data Imputation: A Survey on Deep Learning Approaches—0
Time Series Imputation—0
Time-series Imputation of Temporally-occluded Multiagent Trajectories—0
Time-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff—0
Time Series Missing Imputation with Multivariate Radial Basis Function Neural Network—0
tspDB: Time Series Predict DB—0
To Impute or Not: Recommendations for Multibiometric Fusion—0
Data Smoothing Filling Method based on ScRNA-Seq Data Zero-Value Identification—0
Data Wrangling Task Automation Using Code-Generating Language Models—0
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data—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