SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 851–860 of 1237 papers

TitleStatusHype
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis—0
On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets—0
On the Relation between Prediction and Imputation Accuracy under Missing Covariates—0
A data imputation method for multivariate time series based on generative adversarial network—0
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports—0
Optimal Clustering with Missing Values—0
Tree-structured Gaussian Process Approximations—0
Optimized Linear Imputation—0
Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost—0
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst 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