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Machine Translation research benchmarks – Page 47 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

80.22COMET Score

3

Mar 16, 2026

83.13COMET Score

3

Mar 16, 2026

Russian-Ukrainian

22.42BLEU

3

Mar 10, 2026

Ukrainian-Russian

24.64BLEU

3

Mar 10, 2026

Portuguese-Spanish

36.03BLEU

3

Mar 10, 2026

Spanish-Portuguese

34.06BLEU

3

Mar 10, 2026

Ukrainian-French

24.35BLEU

3

Mar 10, 2026

French-Ukrainian

17.2BLEU

3

Mar 10, 2026

28.05BLEU

3

Mar 10, 2026

25.45BLEU

3

Mar 10, 2026

Russian-Portuguese

30.82BLEU

3

Mar 10, 2026

Portuguese-Russian

27.48BLEU

3

Mar 10, 2026

8.12Score

3

Mar 5, 2026

FLORES-200 eng to mri

25.05BLEU

3

Feb 27, 2026

FLORES-200 mri to eng

30.15BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (tl2en)

32.6BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (en2tl)

18.3BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (sq2en)

17.5BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (en2sq)

9.7BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages sk2en

35.4BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (en2sk)

14.4BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (mk2en)

34.2BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (en2mk)

15BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (lv2en)

18.2BLEU

3

Feb 27, 2026

Llama-2-13B-chat Seen Languages (en2lv)

8.8BLEU

3

Feb 27, 2026

Page 47 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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