SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 121–130 of 1237 papers

TitleStatusHype
A Unified Framework for Synthesizing Multisequence Brain MRI via Hybrid FusionCode1
AutoDebias: Learning to Debias for RecommendationCode1
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing DataCode1
Diffusion models for missing value imputation in tabular dataCode1
Retrieval-Based Transformer for Table AugmentationCode1
Revisiting Event Study Designs: Robust and Efficient EstimationCode1
Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease ProgressionCode1
Data Imputation with Iterative Graph ReconstructionCode1
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor DataCode1
Deciphering Movement: Unified Trajectory Generation Model for Multi-AgentCode1
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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