SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1051–1060 of 1237 papers

TitleStatusHype
SEED: Domain-Specific Data Curation With Large Language Models—0
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation—0
Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking—0
URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering—0
Constructing High Frequency Economic Indicators by Imputation—0
Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach—0
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios—0
Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings—0
Deep neural network Grad-Shafranov solver constrained with measured magnetic signals—0
Deep Partial Multi-View Learning—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