SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1131–1140 of 1237 papers

TitleStatusHype
Anomaly Detection in the Presence of Missing Values—0
Embedding Multimodal Relational Data for Knowledge Base CompletionCode0
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs—0
Medical Image Imputation from Image CollectionsCode0
Robust training of recurrent neural networks to handle missing data for disease progression modeling—0
Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction—0
Missing Value Imputation Based on Deep Generative Models—0
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data—0
Propensity score estimation using classification and regression trees in the presence of missing covariate data—0
Handling Incomplete Heterogeneous Data using VAEsCode0
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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