SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1131–1140 of 1237 papers

TitleStatusHype
Using Eigencentrality to Estimate Joint, Conditional and Marginal Probabilities from Mixed-Variable Data: Method and Applications—0
An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings—0
Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph—0
Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach—0
Sequence Prediction Under Missing Data : An RNN Approach Without Imputation—0
Enhancing PM2.5 Data Imputation and Prediction in Air Quality Monitoring Networks Using a KNN-SINDy Hybrid Model—0
EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid—0
Sequence-to-Sequence Imputation of Missing Sensor Data—0
Establishing strong imputation performance of a denoising autoencoder in a wide range of missing data problems—0
Estimating a new panel MSK dataset for comparative analyses of national absorptive capacity systems, economic growth, and development in low and middle income economies—0
Show:102550
← PrevPage 114 of 124Next →
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