SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1011–1020 of 1237 papers

TitleStatusHype
Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation—0
Scaling Wearable Foundation Models—0
CrowdMI: Multiple Imputation via Crowdsourcing—0
Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization—0
Convolutional Bipartite Attractor Networks—0
Customer Price Sensitivities in Competitive Automobile Insurance Markets—0
Convergence Properties of Kronecker Graphical Lasso Algorithms—0
DAM: Towards A Foundation Model for Time Series Forecasting—0
Controllable Missingness from Uncontrollable Missingness: Joint Learning Measurement Policy and Imputation—0
scGNN: scRNA-seq Dropout Imputation via Induced Hierarchical Cell Similarity Graph—0
Show:102550
← PrevPage 102 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