SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 551–560 of 1237 papers

TitleStatusHype
Driving Mechanisms and Forecasting of China's Pet Population-An ARIMA-RF-HW Hybrid Approach—0
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems—0
Constructing High Frequency Economic Indicators by Imputation—0
Forecasting the Price of Rice in Banda Aceh after Covid-19—0
Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach—0
AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning—0
Flexible Motion In-betweening with Diffusion Models—0
Fine-tuning -- a Transfer Learning approach—0
Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks—0
A Structured Prediction Approach for Missing Value Imputation—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