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

Error Correction research benchmarks · SOTA2 Research

Error Correction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MathChat-EC (test)

84.7Accuracy

10

Feb 26, 2026

300 False Premises

Claude Sonnet 4.5

99Isolated CR

8

May 8, 2026

0.724ROUGE-1

6

Jun 25, 2026

BioProBench Subset D (test)

46.4Seq Acc

4

Mar 4, 2026

Error Correction

0.335Median CD

4

Mar 4, 2026

91.22F1 Score

4

Feb 26, 2026

Perfect ED + Baran

63.51F1 Score

4

Feb 26, 2026

hospital (test)

Perfect ED + Baran

90.48F1 Score

4

Feb 26, 2026

95.74F1 Score

4

Feb 26, 2026

60.6Accuracy

4

Feb 26, 2026

0.412Correction Accuracy

3

Feb 26, 2026

Popular datasets

TtTSet beers hospital rayyan tax

Follow for updates

Join SOTA2 Contact