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Text Normalization research benchmarks · SOTA2 Research

Text Normalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Russ. Text Norm.

99Competition Score

7

Feb 26, 2026

English Text Norm.

0.997Competition Score

7

Feb 26, 2026

Text Normalization Challenge English

0.135Accuracy

5

May 4, 2026

LexNorm 2015 (test)

93.53Precision

5

Feb 26, 2026

WildSAText w/o dups

0.05SER

3

Jun 24, 2026

WildSAText w/ dups

15.73SER

3

Jun 24, 2026

WildSAText (All)

9.93SER

3

Jun 24, 2026

Popular datasets

WildSAText LexNorm English Text Norm.Russ. Text Norm.Text Normalization Challenge

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