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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 17 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

d-COMET Zh-En WMT22 (test)

M-DocRefine_doc+sent

85.48d-COMET

11

Feb 26, 2026

d-COMET Fr-En WMT22 (test)

M-DocRefine_doc+sent

86.73d-COMET Score

11

Feb 26, 2026

d-COMET Ru-En WMT22 (test)

M-DocRefine_doc+sent

84.44d-COMET

11

Feb 26, 2026

d-COMET Es-En WMT22 (test)

M-DocRefine_doc+sent

88.66d-COMET Score

11

Feb 26, 2026

M-DocRefinedoc+sent

87.95s-COMET

11

Feb 26, 2026

M-DocRefinedoc+sent

88.57s-COMET

11

Feb 26, 2026

L-DocRefinedoc+sent

89.11s-COMET

11

Feb 26, 2026

M-DocRefinedoc+sent

88.67s-COMET

11

Feb 26, 2026

L-DocRefinedoc+sent

87.35s-COMET

11

Feb 26, 2026

M-DocRefinedoc+sent

86.29s-COMET

11

Feb 26, 2026

M-DocRefinedoc+sent

89.5s-COMET Score

11

Feb 26, 2026

M-DocRefinedoc+sent

90.02s-COMET

11

Feb 26, 2026

WMT en→is (test)

26.68BLEU

11

Feb 26, 2026

WMT en→cs (test)

0.376BLEU

11

Feb 26, 2026

En-Fr Machine Translation (small-scale)

31.87BLEU-4

11

Feb 26, 2026

WMT17 Zh-En (test)

26.5BLEU

11

Feb 26, 2026

37.7BLEU

11

Feb 27, 2026

21.8BLEU

11

Feb 26, 2026

Sicilian-English (Sc-En) (test)

Tradutturi Sicilianu

36.8BLEU

11

Feb 26, 2026

IWSLT German-English 2014 (tst2010-2012)

36.22BLEU

11

Feb 26, 2026

24.4BLEU

11

Feb 27, 2026

28.7BLEU

11

Feb 27, 2026

28.5BLEU

11

Feb 27, 2026

12.9BLEU

11

Feb 27, 2026

WMT English-German (EN-DE) 2014 (test)

30.1BLEU Score

11

Feb 26, 2026

Page 17 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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