SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1201–1210 of 1237 papers

TitleStatusHype
CollaGAN: Collaborative GAN for Missing Image Data Imputation—0
SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values—0
Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network—0
Forecasting the Price of Rice in Banda Aceh after Covid-19—0
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation—0
Analytical Probability Distributions and EM-Learning for Deep Generative Networks—0
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems—0
Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks—0
FragmGAN: Generative Adversarial Nets for Fragmentary Data Imputation and Prediction—0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—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