SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 331–340 of 1237 papers

TitleStatusHype
Does imputation matter? Benchmark for predictive models—0
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models—0
Domain Adaptation Under MNAR Missingness—0
Domain Adaptation with Incomplete Target Domains—0
Distances with mixed type variables some modified Gower's coefficients—0
An Unsupervised Homogenization Pipeline for Clustering Similar Patients using Electronic Health Record Data—0
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations—0
Doubly Robust Inference in Causal Latent Factor Models—0
Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random—0
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data—0
Show:102550
← PrevPage 34 of 124Next →
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