SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 891–900 of 1237 papers

TitleStatusHype
Data imputation and comparison of custom ensemble models with existing libraries like XGBoost, Scikit learn, etc. for Predictive Equipment failure—0
A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation—0
An Efficient Data Imputation Technique for Human Activity Recognition—0
Temporal Graph Signal Decomposition—0
An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings—0
Data Imputation through the Identification of Local Anomalies—0
Temporal Matrix Completion with Locally Linear Latent Factors for Medical Applications—0
Temporal Variational Implicit Neural Representations—0
The Challenge of Imputation in Explainable Artificial Intelligence Models—0
The influence of missing data mechanisms and simple missing data handling techniques on fairness—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