SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 611–620 of 1237 papers

TitleStatusHype
KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution—0
K-Means Clustering With Incomplete Data with the Use of Mahalanobis Distances—0
Knockout: A simple way to handle missing inputs—0
Tabular Data Imputation: Choose KNN over Deep Learning—0
Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation—0
Laplacian Convolutional Representation for Traffic Time Series Imputation—0
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models—0
Large Language Models as Data Preprocessors—0
Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification—0
LAST SToP For Modeling Asynchronous Time Series—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