Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Missing data estimation research benchmarks · SOTA2 Research

Missing data estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.063Mean RMSE

13

Feb 26, 2026

0.011RMSE

13

Feb 26, 2026

MIMIC-III v1.4 (test)

0.014Mean RMSE

13

Feb 26, 2026

0.061Mean RMSE

12

Feb 26, 2026

0.048Mean RMSE

12

Feb 26, 2026

0.755MAE

7

Jun 4, 2026

0.63MAE

7

Jun 4, 2026

0.17MAE

7

Jun 4, 2026

Synthetic data 60% MNAR

0.012Training Time

7

Mar 24, 2026

Popular datasets

UNOS Jester MIMIC-III Synthetic Data Deterioration

Follow for updates

Join SOTA2 Contact