SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 781–790 of 1237 papers

TitleStatusHype
Resilient Neural Forecasting Systems—0
AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation—0
Retrieval Based Time Series Forecasting—0
RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data—0
Revealing economic facts: LLMs know more than they say—0
Review for Handling Missing Data with special missing mechanism—0
Revisited Large Language Model for Time Series Analysis through Modality Alignment—0
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks—0
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network—0
Revisiting Prompt Engineering via Declarative Crowdsourcing—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