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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 29 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DGT-TM de -> en (test)

89.47COMET-22

7

Feb 26, 2026

Multi-domain dataset Law (test)

davinci-003 175B

88.47COMET-22

7

Feb 26, 2026

Multi-domain dataset Koran (test)

75.09COMET-22

7

Feb 26, 2026

Multi-domain dataset Medical (test)

davinci-003 175B

86.63COMET-22

7

Feb 26, 2026

Multi-domain dataset IT (test)

davinci-003 175B

87.27COMET-22

7

Feb 26, 2026

28.5En-De Score

7

Feb 26, 2026

Allegra DE→RM (average OOD)

21.5BLEU Score

7

Feb 26, 2026

Allegra DE→RM (in-domain)

55.1BLEU Score

7

Feb 26, 2026

OPUS DE→EN (in-domain)

59.2BLEU

7

Feb 26, 2026

IWSLT DE→EN '14 (average OOD)

17BLEU

7

Feb 26, 2026

IWSLT DE→EN 14 (in-domain)

32.2BLEU

7

Feb 26, 2026

IWSLT14 Average (test)

34.77BLEU

7

Feb 26, 2026

WMT Under-Resourced EN-FR 2014

26.9BLEU

7

Feb 26, 2026

WMT Under-Resourced EN-DE 2014

17.7BLEU

7

Feb 26, 2026

WMT Well-Resourced EN-FR 2014

40BLEU

7

Feb 26, 2026

WMT Well-Resourced EN-DE 2014

28BLEU Score

7

Feb 26, 2026

TED low-resource En-Sk (test)

24.61BLEU

7

Feb 26, 2026

WMT17 En-Tr (newstest2017)

16.66BLEU

7

Feb 26, 2026

WMT English-German newstest2014 (test)

Transformer + RD

30.91BLEU

7

Feb 26, 2026

Europarl (test)

38.21Score (Cs)

7

Feb 26, 2026

WMT Romanian-English news 2016 (dev)

19Inference Time (s)

7

Feb 26, 2026

WMT'14 1.2.10 (test)

36L-12L-768D ADMIN + BT

46.4BLEU

7

Feb 26, 2026

IWSLT TED Fr-En 2013 (test)

Our Data Diversification with Transformer

45BLEU

7

Feb 27, 2026

IWSLT En-Fr TED 2013 (test)

Our Data Diversification with Transformer

45.5BLEU Score

7

Feb 27, 2026

NIST Chinese-English (dev)

50.99BLEU

7

Feb 26, 2026

Page 29 of 58

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WMT FLORES IWSLT newstest Flores-200

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