SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 321–330 of 1237 papers

TitleStatusHype
An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic DataCode0
Interpretable Generalized Additive Models for Datasets with Missing ValuesCode0
FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders—0
Well log data generation and imputation using sequence-based generative adversarial networks—0
A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series—0
CovidLLM: A Robust Large Language Model with Missing Value Adaptation and Multi-Objective Learning Strategy for Predicting Disease Severity and Clinical Outcomes in COVID-19 PatientsCode0
Forecasting the Price of Rice in Banda Aceh after Covid-19—0
mDAE : modified Denoising AutoEncoder for missing data imputation—0
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data—0
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset—0
Show:102550
← PrevPage 33 of 124Next →
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