SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 661–670 of 1237 papers

TitleStatusHype
Race and ethnicity data for first, middle, and last names—0
Diffusion-based Time Series Imputation and Forecasting with Structured State Space ModelsCode2
KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution—0
Sequence Prediction Under Missing Data : An RNN Approach Without Imputation—0
GEDI: A Graph-based End-to-end Data Imputation Framework—0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
Imputation Strategies Under Clinical Presence: Impact on Algorithmic FairnessCode0
Traffic state data imputation: An efficient generating method based on the graph aggregatorCode1
Family based HLA imputation and optimization of haplo-identical transplantsCode0
HyperTime: Implicit Neural Representation for Time Series—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