SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 821–830 of 1237 papers

TitleStatusHype
An Admissible Shift-Consistent Method for Recommender Systems—0
SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving—0
SECOE: Alleviating Sensors Failure in Machine Learning-Coupled IoT Systems—0
SEED: Domain-Specific Data Curation With Large Language Models—0
CrowdMI: Multiple Imputation via Crowdsourcing—0
Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization—0
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios—0
Data Imputation using Large Language Model to Accelerate Recommendation System—0
Customer Price Sensitivities in Competitive Automobile Insurance Markets—0
Semi-self-supervised Automated ICD Coding—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