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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 13 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NMT 2010 (test)

32.8BLEU

13

Mar 27, 2026

English-to-Southeast-Asian Translation Suite LMIC Community Dialogue

47.15BLEU-4 (bn)

13

Mar 23, 2026

WMT literary translation (zh→de) 24

GPT-4o 2024-08-06

94.54SEGALE-COMET Score

13

Mar 23, 2026

WMT literary translation (zh→ru) 24

GPT-4o 2024-08-06

93.74SEGALE_comet

13

Mar 23, 2026

WMT literary translation (zh→en) 24

94.62SEGALE Comet Score

13

Mar 23, 2026

MIXED #3000 English to Luxembourgish (test)

0.26CometScore

13

Feb 26, 2026

FLORES200 EN-FI

62.57chrF++

13

Feb 26, 2026

59.44chrF++

13

Feb 26, 2026

sag -> eng (test)

Untrained s Adapter

14.91BLEU Score

13

Feb 26, 2026

pap -> eng (test)

47.27BLEU Score

13

Feb 26, 2026

hat -> eng (test)

Untrained Souping

37.42BLEU

13

Feb 26, 2026

70.13Translation Score (x -> Cs)

13

Feb 26, 2026

WMT22 Sah-Ru (test)

59.5COMET Score

13

Feb 26, 2026

WMT Reverse (R) 2014-2018 (test)

40.2BLEU

13

Feb 26, 2026

WMT en-de 16 (test)

41.2BLEU

13

Feb 27, 2026

28.72BLEU

13

Feb 26, 2026

WMT German-English (test)

3 dir + lm + base_1_1

41BLEU

13

Feb 26, 2026

3.2PPL

13

Feb 26, 2026

IWSLT de-en (test)

37.95BLEU

13

Feb 26, 2026

WMT newstest 2014 (test)

44.3Detokenized BLEU

13

Feb 27, 2026

Low-resource Translation Macro-Average

33.35chrF

12

Jun 5, 2026

English-to-Kachin

27.15chrF

12

Jun 5, 2026

English-to-Guarani

26.79chrF

12

Jun 5, 2026

English-to-Wolof

22.53chrF

12

Jun 5, 2026

English-to-Dinka

22.91chrF

12

Jun 5, 2026

Page 13 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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