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Machine Translation research benchmarks – Page 52 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IWSLT Vi-En 2015 (test)

32.99BLEU

3

Feb 26, 2026

28.5BLEU

3

Feb 26, 2026

WMT Russian-English 18 (test)

32.06BLEU

3

Feb 26, 2026

WMT Russian-English 18 (dev)

36.38BLEU

3

Feb 26, 2026

34.5BLEU Score

3

Feb 26, 2026

IWSLT Fr-En 2016 (test)

34.72BLEU Score

3

Feb 26, 2026

IWSLT De-En 2016 (test)

29.33BLEU

3

Feb 26, 2026

IWSLT En-De 2016 (test)

23.97BLEU

3

Feb 26, 2026

Turkish-English

24.36BLEU Score

3

Feb 26, 2026

LDC Chinese-English (test)

Supervised training

40.02BLEU

3

Feb 26, 2026

English-Spanish (test)

36.21BLEU Score

3

Feb 26, 2026

English-Portuguese (test)

38.4BLEU

3

Feb 26, 2026

English-Korean (test)

19.75BLEU

3

Feb 26, 2026

English-Japanese (test)

23.66BLEU

3

Feb 26, 2026

English-German (test)

26.43BLEU

3

Feb 26, 2026

English-French (test)

36.59BLEU

3

Feb 26, 2026

Spanish-English (test)

39.39BLEU

3

Feb 26, 2026

Portuguese-English (test)

46.13BLEU

3

Feb 26, 2026

Korean-English (test)

28.71BLEU Score

3

Feb 26, 2026

German-English (test)

34.8BLEU

3

Feb 26, 2026

French-English (test)

37.46BLEU Score

3

Feb 26, 2026

Production data Chinese → English

4.636Mean Side-by-Side Score

3

Feb 26, 2026

Production Data French → English (production)

5.404Human Evaluation Score (Mean)

3

Feb 26, 2026

Production data Spanish → English

5.372Mean Side-by-Side Score

3

Feb 26, 2026

Production data English → Chinese

4.987Mean Side-by-Side Score

3

Feb 26, 2026

Page 52 of 58

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