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Papers Benchmarks Datasets Tasks

Chinese Spelling Check research benchmarks · SOTA2 Research

Chinese Spelling Check

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SIGHAN15 (test)

83.1F1 Score

53

Feb 26, 2026

SIGHAN14 (test)

71.2Correction F1

28

Feb 26, 2026

LEMON, CSCD-NS, and CS Combined

18.67Average Error

21

Feb 26, 2026

91.78Sentence-level F1

21

Feb 26, 2026

63.28CAR

21

Feb 26, 2026

SIGHAN13 (test)

85.4Detection F1

16

Feb 26, 2026

SIGHAN15 Sentence level (test)

88.2Precision

12

Feb 26, 2026

SIGHAN13 Sentence level (test)

99.5Precision

12

Feb 26, 2026

Popular datasets

SIGHAN LEMON CS LEMON, CSCD-NS, and CS

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