SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 61–70 of 1237 papers

TitleStatusHype
Deciphering Movement: Unified Trajectory Generation Model for Multi-AgentCode1
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series ImputationCode1
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status PredictionCode1
Unity by Diversity: Improved Representation Learning in Multimodal VAEsCode1
TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation LearningCode1
ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal ImputationCode1
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood InformationCode1
A Multi-Scale Decomposition MLP-Mixer for Time Series AnalysisCode1
ReMasker: Imputing Tabular Data with Masked AutoencodingCode1
Exploring Self-supervised Skeleton-based Action Recognition in Occluded EnvironmentsCode1
Show:102550
← PrevPage 7 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