SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 81–90 of 1237 papers

TitleStatusHype
Trans-Dimensional Generative Modeling via Jump Diffusion ModelsCode1
Generative Table Pre-training Empowers Models for Tabular PredictionCode1
Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and PredictionCode1
Grounding Graph Network Simulators using Physical Sensor ObservationsCode1
Transformed Distribution Matching for Missing Value ImputationCode1
PriSTI: A Conditional Diffusion Framework for Spatiotemporal ImputationCode1
Single Cells Are Spatial Tokens: Transformers for Spatial Transcriptomic Data ImputationCode1
Multi-Source Diffusion Models for Simultaneous Music Generation and SeparationCode1
Conditional expectation with regularization for missing data imputationCode1
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time SeriesCode1
Show:102550
← PrevPage 9 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