SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–310 of 1237 papers

TitleStatusHype
Boundary-enhanced time series data imputation with long-term dependency diffusion models—0
BRATI: Bidirectional Recurrent Attention for Time-Series Imputation—0
Representation Learning of Lab Values via Masked AutoEncoderCode0
STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation—0
Invariant debiasing learning for recommendation via biased imputationCode0
To Predict or Not To Predict? Proportionally Masked Autoencoders for Tabular Data ImputationCode0
SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values—0
Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation StrategiesCode0
Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature ScalesCode0
Intelligent Approaches to Predictive Analytics in Occupational Health and Safety in India—0
Show:102550
← PrevPage 31 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