SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 191–200 of 1237 papers

TitleStatusHype
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data ImputationCode0
Filling the Missings: Spatiotemporal Data Imputation by Conditional DiffusionCode0
LSM-2: Learning from Incomplete Wearable Sensor Data—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data—0
Temporal Variational Implicit Neural Representations—0
Missing Data in Signal Processing and Machine Learning: Models, Methods and Modern Approaches—0
Reconstruction of Partial Dissimilarity Matrices for Cognitive Neuroscience—0
A DNA Methylation Classification Model Predicts Organ and Disease Site—0
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction—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