SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 171–180 of 1237 papers

TitleStatusHype
NAOMI: Non-Autoregressive Multiresolution Sequence ImputationCode1
GAIN: Missing Data Imputation using Generative Adversarial NetsCode1
Processing of missing data by neural networksCode1
MIDA: Multiple Imputation using Denoising AutoencodersCode1
Recurrent Neural Networks for Multivariate Time Series with Missing ValuesCode1
Imaging Time-Series to Improve Classification and ImputationCode1
Missing value imputation with adversarial random forests -- MissARF—0
MoTM: Towards a Foundation Model for Time Series Imputation based on Continuous Modeling—0
Leveraging AI Graders for Missing Score Imputation to Achieve Accurate Ability Estimation in Constructed-Response Tests—0
DIM-SUM: Dynamic IMputation for Smart Utility Management—0
Show:102550
← PrevPage 18 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