SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1031–1040 of 1237 papers

TitleStatusHype
Data is missing again -- Reconstruction of power generation data using k-Nearest Neighbors and spectral graph theory—0
Dataset-Agnostic Recommender Systems—0
Data Smoothing Filling Method based on ScRNA-Seq Data Zero-Value Identification—0
Data Wrangling Task Automation Using Code-Generating Language Models—0
Trajectory Imputation in Multi-Agent Sports with Derivative-Accumulating Self-Ensemble—0
WARP: An Efficient Engine for Multi-Vector Retrieval—0
SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving—0
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation—0
Decision Transformers for RIS-Assisted Systems with Diffusion Model-Based Channel Acquisition—0
Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics—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