Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 30 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

26.13BLEU

7

Feb 26, 2026

27.97BLEU Score

7

Feb 26, 2026

newstest En-Fi 2015 (test)

Base Character-level NMT (Row o)

13.48BLEU

7

Feb 26, 2026

newstest En-Ru 2015 (test)

State-of-the-art Non-Neural Approach

24.3BLEU

7

Feb 26, 2026

newstest En-Ru 2014 (test)

Base Character-level NMT (Row l)

29.37BLEU

7

Feb 26, 2026

newstest En-Cs 2015 (test2)

Bi-scale Character-level NMT (Row j)

18.93BLEU

7

Feb 26, 2026

newstest En-Cs 2014 (test)

Bi-scale Character-level NMT (Row j)

22.15BLEU

7

Feb 26, 2026

30.27BLEU

7

Feb 26, 2026

45 x 44 translation directions

8Count (> 90)

6

May 28, 2026

Non-English centric (XX) translation directions

84Count of Improved Directions

6

May 20, 2026

X-to-English (XE)

74Count Improved Systems

6

May 20, 2026

English-to-X (EX)

85Improved Count

6

May 20, 2026

Flores-200 en-bo

13.56BLEU

6

May 14, 2026

Flores-200 zh-bo

21.56BLEU

6

May 14, 2026

English-to-Luganda

19.56BLEU

6

May 7, 2026

English-to-Igbo

35.93BLEU

6

May 7, 2026

SMOL general domain (test)

System 2 (Full)

38.56BLEU

6

Apr 23, 2026

WMT German-English 16

31.789BLEU

6

Apr 3, 2026

Document-level En-Fr

83.95COMET Score

6

Mar 27, 2026

High-resource languages (Reference set)

66F-score

6

Mar 27, 2026

35.81BLEU Score (Linewise)

6

Mar 18, 2026

Finance CP En⇒Zh

39.6SacreBLEU

6

Mar 17, 2026

WMT24++ eng → 22 (<200)

32.2spBLEU

6

Mar 4, 2026

WMT eng → 22 24++

34.3spBLEU

6

Mar 4, 2026

FLORES-200 cmn → 27

28.3spBLEU

6

Mar 4, 2026

Page 30 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

Follow for updates

Join SOTA2 Contact