SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 131–140 of 1237 papers

TitleStatusHype
FM-TS: Flow Matching for Time Series GenerationCode1
Deep Gaussian Process Emulation using Stochastic ImputationCode1
Data Imputation with Iterative Graph ReconstructionCode1
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor DataCode1
Deciphering Movement: Unified Trajectory Generation Model for Multi-AgentCode1
Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease ProgressionCode1
Conformal Prediction with Missing ValuesCode1
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTMCode1
Confidence-Based Feature Imputation for Graphs with Partially Known FeaturesCode1
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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