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Papers Benchmarks Datasets Tasks

Grammatical Error Correction research benchmarks – Page 3 · SOTA2 Research

Grammatical Error Correction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Kor-Learner (Korean GEC) (test)

KoGPT3-1.2B + SCRIPT

49.45M2 Precision

4

Apr 15, 2026

Korean GEC (val)

3,418TP

3

Feb 26, 2026

Chinese GEC (val)

788True Positives (TP)

3

Feb 26, 2026

UA-GEC Fluency (test)

1×RPN(XLMBASE) + 2×RPN(RLARGE)

80.86Precision

3

Feb 26, 2026

GMEG-yahoo (test)

Transformer + BIFI (ours)

53.7Precision (%)

3

Feb 26, 2026

GMEG-wiki (test)

Transformer + BIFI (ours)

57.9Precision

3

Feb 26, 2026

Chinese VisCGEC (val)

43.53Precision

2

Jun 16, 2026

AKCES-GEC Czech Romani (test)

86.61Precision

1

Feb 26, 2026

AKCES-GEC Czech Foreigners - Other (test)

81.03Precision

1

Feb 26, 2026

AKCES-GEC Czech Foreigners - Slavic (test)

84.34Precision

1

Feb 26, 2026

BEA & CoNLL 2014 2019 (val test)

—

—Primary metric

0

Feb 26, 2026

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Popular datasets

BEA Conll AKCES-GEC Learner Corpus JFLEG

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