SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1051–1060 of 1237 papers

TitleStatusHype
Foundation Models for Generalist Geospatial Artificial IntelligenceCode0
From Abstract to Actionable: Pairwise Shapley Values for Explainable AICode0
Gaussian Copula Models for Nonignorable Missing Data Using Auxiliary Marginal QuantilesCode0
Gegenbauer Graph Neural Networks for Time-varying Signal ReconstructionCode0
Generalized Least Squares Kernelized Tensor FactorizationCode0
Generalized Simplicial Attention Neural NetworksCode0
Generating Synthetic Data with Locally Estimated Distributions for Disclosure ControlCode0
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal ViewCode0
Geometry- and Accuracy-Preserving Random Forest ProximitiesCode0
Ghost Imputation: Accurately Reconstructing Missing Data of the Off PeriodCode0
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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