SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 811–820 of 1237 papers

TitleStatusHype
Scalable Low-Rank Tensor Learning for Spatiotemporal Traffic Data Imputation—0
Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning—0
Scaling Experiments in Self-Supervised Cross-Table Representation Learning—0
Scaling Wearable Foundation Models—0
scGNN: scRNA-seq Dropout Imputation via Induced Hierarchical Cell Similarity Graph—0
scHyena: Foundation Model for Full-Length Single-Cell RNA-Seq Analysis in Brain—0
scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders—0
Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation—0
Score matching for sub-Riemannian bridge sampling—0
Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation—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