SOTAVerified|Agents Browse Leaderboard About

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 191–200 of 1237 papers

Title	Date	Tasks	Status	Hype	Score
A Missing Data Imputation GAN for Character Sprite Generation	Sep 16, 2024	Imputation	CodeCode Available	0	5
Handling Missing Values in Local Post-hoc Explainability	Oct 21, 2023	Decision MakingFeature Importance	CodeCode Available	0	5
Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model	Aug 13, 2019	Active LearningBIG-bench Machine Learning	CodeCode Available	0	5
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets	Jun 6, 2023	Imputation	CodeCode Available	0	5
Ghost Imputation: Accurately Reconstructing Missing Data of the Off Period	May 3, 2020	Imputation	CodeCode Available	0	5
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response	Dec 1, 2019	General ClassificationImputation	CodeCode Available	0	5
Graph Markov Network for Traffic Forecasting with Missing Data	Dec 10, 2019	Edge-computingImputation	CodeCode Available	0	5
A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML	Dec 11, 2023	AutoMLfeature selection	CodeCode Available	0	5
A-DARTS: Stable Model Selection for Data Repair in Time Series	May 1, 2025	AutoMLImputation	CodeCode Available	0	5
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View	Mar 21, 2024	Imputation	CodeCode Available	0	5

Show:10 25 50

← PrevPage 20 of 124Next →

All datasets HMNIST PhysioNet Challenge 2012 Sprites

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GP-VAE (B-NLST)	AUROC	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GP-VAE (B-NLST)	AUROC	0.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GP-VAE (B-NLST)	MSE	0	—	Unverified