SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 741–750 of 1237 papers

TitleStatusHype
Leachable Component Clustering—0
Race and ethnicity data for first, middle, and last names—0
KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution—0
Sequence Prediction Under Missing Data : An RNN Approach Without Imputation—0
Imputation Strategies Under Clinical Presence: Impact on Algorithmic FairnessCode0
GEDI: A Graph-based End-to-end Data Imputation Framework—0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
Family based HLA imputation and optimization of haplo-identical transplantsCode0
HyperTime: Implicit Neural Representation for Time Series—0
Robust PCA for Anomaly Detection and Data Imputation in Seasonal 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