SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 371–380 of 1237 papers

TitleStatusHype
Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series—0
Certain and Approximately Certain Models for Statistical Learning—0
Doubly Calibrated Estimator for Recommendation on Data Missing Not At RandomCode0
TOTEM: TOkenized Time Series EMbeddings for General Time Series AnalysisCode3
Inference for Regression with Variables Generated by AI or Machine Learning—0
Learning Cyclic Causal Models from Incomplete Data—0
Optimal Transport for Structure Learning Under Missing DataCode0
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models—0
Doubly Robust Inference in Causal Latent Factor Models—0
A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation—0
Show:102550
← PrevPage 38 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