SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 751–760 of 1237 papers

TitleStatusHype
Convolutional Neural Processes for Inpainting Satellite Images—0
Provable Guarantees for Sparsity Recovery with Deterministic Missing Data Patterns—0
Provable Privacy with Non-Private Pre-Processing—0
AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning—0
CoRGi: Content-Rich Graph Neural Networks with Attention—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Quantum-Inspired Optimization Process for Data Imputation—0
Race and ethnicity data for first, middle, and last names—0
RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction—0
Random Channel Ablation for Robust Hand Gesture Classification with Multimodal Biosignals—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