SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 281–290 of 1237 papers

TitleStatusHype
Dynamical selection of Nash equilibria using Experience Weighted Attraction Learning: emergence of heterogeneous mixed equilibria—0
E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation—0
EGG-GAE: scalable graph neural networks for tabular data imputation—0
Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing—0
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations—0
Domain Adaptation with Incomplete Target Domains—0
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Arbitrarily-conditioned Data Imputation—0
Domain Adaptation Under MNAR Missingness—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