SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1091–1100 of 1237 papers

TitleStatusHype
Does imputation matter? Benchmark for predictive models—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
An End-to-End Model for Time Series Classification In the Presence of Missing Values—0
Data Imputation using Large Language Model to Accelerate Recommendation System—0
Domain Adaptation Under MNAR Missingness—0
Domain Adaptation with Incomplete Target Domains—0
Using attention to model long-term dependencies in occupancy behavior—0
Semi-self-supervised Automated ICD Coding—0
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations—0
Doubly Robust Inference in Causal Latent Factor Models—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