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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 38 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

German-to-English Homogeneous (test)

31.19BLEU Score

5

Feb 26, 2026

newstest French-to-English 2014 (test)

37.59BLEU

5

Feb 26, 2026

newstest French-to-English 2013 (test)

34.26BLEU

5

Feb 26, 2026

newstest English-to-French 2013 (test)

34.67BLEU

5

Feb 26, 2026

newstest German-to-English 2014 (test)

32.18BLEU

5

Feb 26, 2026

newstest German-to-English 2013 (test)

31.46BLEU

5

Feb 26, 2026

OpenSubtitles Average across directions (test)

36.16BLEU

5

Feb 26, 2026

OpenSubtitles RU-EN (test)

40.33BLEU

5

Feb 26, 2026

OpenSubtitles PL-EN (test)

36.19BLEU

5

Feb 26, 2026

OpenSubtitles FR-EN (test)

37.1BLEU

5

Feb 26, 2026

OpenSubtitles DE-EN (test)

41.52BLEU

5

Feb 26, 2026

OpenSubtitles EN-RU (test)

33.21BLEU

5

Feb 26, 2026

OpenSubtitles EN-PL (test)

29.36BLEU

5

Feb 26, 2026

OpenSubtitles EN-FR (test)

37.54BLEU

5

Feb 26, 2026

OpenSubtitles EN-DE (test)

36.02BLEU

5

Feb 26, 2026

IWSLT DE→EN out-of-domain '14 (test)

0.05Hallucination Rate

5

Feb 26, 2026

CoGnition ind (test)

70.8BLEU Score

5

Feb 26, 2026

WIT EN-AF (test)

14BLEU

5

Feb 26, 2026

WIT EN-RO (test)

14.4BLEU

5

Feb 26, 2026

WIT ES-FR (test)

16.6BLEU Score

5

Feb 26, 2026

WIT (DE-ES) (test)

11.3BLEU

5

Feb 26, 2026

WIT EN-FR (test)

18.8BLEU

5

Feb 26, 2026

WIT EN-ES (test)

27.5BLEU

5

Feb 26, 2026

WIT EN-DE (test)

17.5BLEU

5

Feb 26, 2026

36.8EN->DE Score

5

Feb 26, 2026

Page 38 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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