SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 411–420 of 1237 papers

TitleStatusHype
Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion—0
ITI-IQA: a Toolbox for Heterogeneous Univariate and Multivariate Missing Data Imputation Quality Assessment—0
Random Channel Ablation for Robust Hand Gesture Classification with Multimodal Biosignals—0
Omni-Dimensional Frequency Learner for General Time Series Analysis—0
Data Imputation using Large Language Model to Accelerate Recommendation System—0
SpreadFGL: Edge-Client Collaborative Federated Graph Learning with Adaptive Neighbor Generation—0
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods -- A Case Study in PRS313Code0
URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering—0
How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation—0
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification—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