SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 41–50 of 1237 papers

TitleStatusHype
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing DataCode1
Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease ProgressionCode1
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Federated Foundation Models on Heterogeneous Time SeriesCode1
Data Imputation with Iterative Graph ReconstructionCode1
A Multi-Scale Decomposition MLP-Mixer for Time Series AnalysisCode1
Deciphering Movement: Unified Trajectory Generation Model for Multi-AgentCode1
DAEMA: Denoising Autoencoder with Mask AttentionCode1
3D Human Body Reshaping with Anthropometric ModelingCode1
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor DataCode1
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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