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Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 37 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Acholi-English MT Data

42.17CHRF

5

Feb 26, 2026

French-Wolof MT Data

17.58CHRF

5

Feb 26, 2026

French-Moore MT Data

12.34CHRF

5

Feb 26, 2026

French-Fon MT Data

12.71CHRF

5

Feb 26, 2026

French-Ewe MT Data

21.6CHRF

5

Feb 26, 2026

French-Ghomala MT Data

13.16CHRF

5

Feb 26, 2026

French-Bambara MT Data

19.91CHRF

5

Feb 26, 2026

English-Yoruba MT Data

25.09CHRF

5

Feb 26, 2026

English-Twi MT Data

25.89CHRF

5

Feb 26, 2026

English-Setswana MT Data

35.87CHRF

5

Feb 26, 2026

English-Igbo MT Data

44.37CHRF

5

Feb 26, 2026

34.9CHRF

5

Feb 26, 2026

English-Zulu MT Data

43.75CHRF

5

Feb 26, 2026

English-Xhosa MT Data

34.97CHRF

5

Feb 26, 2026

English-Sesotho MT Data

29.57CHRF

5

Feb 26, 2026

English-Rundi MT Data

31.58CHRF

5

Feb 26, 2026

English-Bemba MT Data

20.23CHRF

5

Feb 26, 2026

MT Data English-Afrikaans

39.88CHRF

5

Feb 26, 2026

20.5MT Score: English to Afrikaans

5

Feb 26, 2026

Medical out-of-domain (test)

15.4BLEU

5

Feb 26, 2026

Koran out-of-domain (test)

7.7BLEU

5

Feb 26, 2026

299WPS

5

Feb 26, 2026

NLLB 53 languages subset (test)

54.5B MOE model

45.41Score (High->High)

5

Feb 26, 2026

German-to-English Malicious (test)

30.62BLEU

5

Feb 26, 2026

German-to-English Heterogeneous (test)

30.85BLEU

5

Feb 26, 2026

Page 37 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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