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Papers Benchmarks Datasets Tasks

Document-Level Machine Translation research benchmarks · SOTA2 Research

Document-Level Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EN-ZH standard (test)

23BLEU

22

Feb 26, 2026

TED15 Zh-En 2010-2013 (test)

DOCmT5-25-Large

31.4d-BLEU

16

Feb 27, 2026

IWSLT Fr-En 2010 (test)

37.3BLEU

15

Feb 26, 2026

57.2d-BLEU

12

Jun 4, 2026

43.8d-BLEU

12

Jun 4, 2026

57.2d-BLEU

12

Jun 4, 2026

58.2d-BLEU

12

Jun 4, 2026

45.1d-BLEU

12

Jun 4, 2026

67.3d-BLEU

12

Jun 4, 2026

WMT20 De-En (test)

44.73d-BLEU

12

Feb 27, 2026

Document-level Translation Averaged

67.12Coherence Score

9

Feb 26, 2026

Europarl WMT20 7 (test)

4.96Human Rating

8

Feb 26, 2026

Popular datasets

SAP WMT IWSLT En-Zh Europarl

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