SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1226–1237 of 1237 papers

TitleStatusHype
Generalized Linear Models for Aggregated Data—0
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint—0
General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data—0
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs—0
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting—0
Generative Adversarial Classification Network with Application to Network Traffic Classification—0
Generative Adversarial Networks For Graph Data Imputation From Signed Observations—0
Generative Adversarial Networks for Imputing Sparse Learning Performance—0
Generative Adversarial Networks for Spatio-temporal Data: A Survey—0
Generative Forests—0
Clustering with Missing Features: A Penalized Dissimilarity Measure based approach—0
Generative Partial Multi-View Clustering—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