SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 271–280 of 1237 papers

TitleStatusHype
Cohort-Based Active Modality Acquisition—0
Variational manifold learning from incomplete data: application to multislice dynamic MRI—0
CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes—0
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs—0
A Recommender System-Inspired Cloud Data Filling Scheme for Satellite-based Coastal Observation—0
A Bayesian Classification Trees Approach to Treatment Effect Variation with Noncompliance—0
Clustering with Missing Features: A Penalized Dissimilarity Measure based approach—0
Clustering with missing data: which equivalent for Rubin's rules?—0
Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique—0
ClueGAIN: Application of Transfer Learning On Generative Adversarial Imputation Nets (GAIN)—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