SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 61–70 of 1237 papers

TitleStatusHype
Imputer: Sequence Modelling via Imputation and Dynamic ProgrammingCode1
Incomplete Multi-view Clustering via Prototype-based ImputationCode1
Deep Gaussian Process Emulation using Stochastic ImputationCode1
Age-structured impact of social distancing on the COVID-19 epidemic in IndiaCode1
Data Imputation with Iterative Graph ReconstructionCode1
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor DataCode1
Deciphering Movement: Unified Trajectory Generation Model for Multi-AgentCode1
Estimating Atmospheric Variables from Digital Typhoon Satellite Images via Conditional Denoising Diffusion ModelsCode1
Confidence-Based Feature Imputation for Graphs with Partially Known FeaturesCode1
Conditional expectation with regularization for missing data imputationCode1
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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