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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 43 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Travel Japanese-English (test)

83.8DA

4

Feb 26, 2026

Subtitle Japanese-English (test)

84.92DA

4

Feb 26, 2026

Flores Japanese-English (test)

87.81Direct Assessment

4

Feb 26, 2026

News Japanese-English (test)

80.76DA

4

Feb 26, 2026

Avg (News, Flores, Subtitle, Travel) German-English (test aggregate)

87.77DA

4

Feb 26, 2026

Travel German-English (test)

90.87DA

4

Feb 26, 2026

Subtitle German-English (test)

87.12DA

4

Feb 26, 2026

Flores German-English (test)

89.29DA Score

4

Feb 26, 2026

News German-English (test)

84.72DA

4

Feb 26, 2026

WMT Finnish-to-English 2016 (test)

55.8BLEU-1

4

Feb 26, 2026

WMT Czech-to-English 2016 (test)

0.611BLEU-1

4

Feb 26, 2026

24.67BLEU

4

Feb 26, 2026

WMT Flores Average (test)

27.76BLEU

4

Feb 26, 2026

WMT Flores en-fr (test)

36.29BLEU

4

Feb 26, 2026

WMT Flores en-zh (test)

27.89BLEU

4

Feb 26, 2026

WMT Flores en-ru (test)

16.3BLEU

4

Feb 26, 2026

WMT Flores en-de (test)

26.84BLEU

4

Feb 26, 2026

WMT Flores fr-en (test)

35.63BLEU

4

Feb 26, 2026

WMT Flores zh-en (test)

18.66BLEU

4

Feb 26, 2026

WMT Flores ru-en (test)

25.76BLEU

4

Feb 26, 2026

WMT Flores de-en (test)

34.71BLEU

4

Feb 26, 2026

OPUS-7 XX-to-En (test)

Transformer-subword

36.6Ar Score

4

Feb 26, 2026

WMT22 Liv-En (test)

43.6COMET Score

4

Feb 26, 2026

WMT22 En-Liv (test)

56COMET Score

4

Feb 26, 2026

WMT22 Uk-Cs (test)

90COMET

4

Feb 26, 2026

Page 43 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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