SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 131–140 of 1237 papers

TitleStatusHype
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood InformationCode1
GAIN: Missing Data Imputation using Generative Adversarial NetsCode1
Gaussian Processes for Missing Value ImputationCode1
BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decompositionCode1
Generative Table Pre-training Empowers Models for Tabular PredictionCode1
Graph Convolutional Networks for Graphs Containing Missing FeaturesCode1
FreshRetailNet-50K: A Stockout-Annotated Censored Demand Dataset for Latent Demand Recovery and Forecasting in Fresh RetailCode1
Handling Missing Data with Graph Representation LearningCode1
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTMCode1
From data to functa: Your data point is a function and you can treat it like oneCode1
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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