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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 33 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

32BLEU

6

Feb 26, 2026

MT Data English-Swahili

40.02BLEU

6

May 7, 2026

WMT English-Romanian (test)

38.5BLEU

6

Feb 26, 2026

WMT English-German (test)

33.8BLEU

6

Feb 26, 2026

FLORES-200 uig_Arab-English (test)

86.4COMET-22

6

Feb 26, 2026

FLORES-200 xho_Latn-English (test)

82.1COMET-22

6

Feb 26, 2026

FLORES-200 asm_Beng-English (test)

86.6COMET-22

6

Feb 26, 2026

IWSLT En-It (test)

back-translation

27.3BLEU

6

Feb 26, 2026

IWSLT En-De (test)

back-translation

34.1BLEU

6

Feb 26, 2026

WMT news 2011 (test)

24.99BLEU

6

Feb 26, 2026

MMT xx-yy (all)

42.8chrF++

6

Feb 26, 2026

MMT xx-eng low-resource

51.5chrF++

6

Feb 26, 2026

MMT eng-xx low-resource

41.8chrF++

6

Feb 26, 2026

NIST Zh-En (MT08)

41.3BLEU

6

Feb 26, 2026

NIST Zh-En (MT02)

50.7BLEU

6

Feb 26, 2026

NIST Zh-En (val)

49.7BLEU

6

Feb 26, 2026

WMT de-en 2016 (test)

32.35SacreBLEU

6

Feb 26, 2026

RK2-block-Big (learnable gamma_i)

35.28BLEU

6

Feb 26, 2026

WMT English-German (en-de) 19

Xia et al. (2019)

44.9BLEU

6

Feb 27, 2026

En-De code-switched (test)

100CSR

6

Feb 26, 2026

De-En code-switched (test)

10.2CSR

6

Feb 26, 2026

En-Zh code-switched (test)

14.4Code-Switch Rate (CSR)

6

Feb 26, 2026

Zh-En code-switched (test)

12.7CSR

6

Feb 26, 2026

Transformer + PS-KD

36.2BLEU

6

Feb 26, 2026

WMT En-Tr 17 (test)

21.4BLEU (tokenized)

6

Feb 26, 2026

Page 33 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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