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
A Bayesian Model of Dose-Response for Cancer Drug StudiesCode1
BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decompositionCode1
Retrieval-Based Transformer for Table AugmentationCode1
Revisiting Event Study Designs: Robust and Efficient EstimationCode1
From data to functa: Your data point is a function and you can treat it like oneCode1
Flow Models for Arbitrary Conditional LikelihoodsCode1
Federated Foundation Models on Heterogeneous Time SeriesCode1
FM-TS: Flow Matching for Time Series GenerationCode1
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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