SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 631–640 of 1237 papers

TitleStatusHype
Multi-objective Feature Selection with Missing Data in Classification—0
Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation—0
Clustering with Missing Features: A Penalized Dissimilarity Measure based approach—0
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs—0
Multiple Imputation for Biomedical Data using Monte Carlo Dropout Autoencoders—0
CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes—0
Cohort-Based Active Modality Acquisition—0
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems—0
Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback—0
Collaborative Imputation of Urban Time Series through Cross-city Meta-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