SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 671–680 of 1237 papers

TitleStatusHype
Generative Adversarial Classification Network with Application to Network Traffic Classification—0
Constructing High Frequency Economic Indicators by Imputation—0
Do Machine Learning Models Learn Statistical Rules Inferred from Data?Code0
Monocular Depth Estimation using Diffusion Models—0
A Comparison of Modeling Preprocessing Techniques—0
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations—0
Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation—0
Pseudo-Labeling for Kernel Ridge Regression under Covariate ShiftCode0
AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving—0
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network—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