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OPUS-MT models for Ukrainian

The following tables list the best OPUS-MT models for translating from and to Ukrainian according to the flores101 devtest benchmark. Results are given in standard BLEU scores (using sacrebleu).

Translations from Ukrainian

language pair lang-IDs BLEU model
Ukrainian-Bulgarian ukr-bul 30.0 ukr-bul/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-16
Ukrainian-Danish ukr-dan 27.8 ukr-dan/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-13
Ukrainian-German ukr-deu 24.9 ukr-deu/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-16
Ukrainian-English ukr-eng 35.6 ukr-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-23
Ukrainian-Finnish ukr-fin 16.7 ukr-fin/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-13
Ukrainian-French ukr-fra 30.0 ukr-fra/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-21
Ukrainian-Hungarian ukr-hun 18.8 ukr-hun/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-13
Ukrainian-Lithuanian ukr-lit 21.0 ukr-lit/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-17
Ukrainian-Norwegian Bokmål ukr-nob 20.3 ukr-nob/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-13
Ukrainian-Polish ukr-pol 16.7 ukr-pol/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-17
Ukrainian-Romanian ukr-ron 26.8 ukr-ron/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-16
Ukrainian-Spanish ukr-spa 20.6 ukr-spa/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-21
Ukrainian-Swedish ukr-swe 25.6 ukr-swe/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-13
Ukrainian-Turkish ukr-tur 18.5 ukr-tur/opusTCv20210807+pft-sepvoc_transformer-tiny11-align_2022-03-13

Translations to Ukrainian

language pair lang-IDs BLEU model
Czech-Ukrainian ces-ukr 20.8 ces+slk-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-23
Danish-Ukrainian dan-ukr 22.7 gmq-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-23
German-Ukrainian deu-ukr 22.6 deu-ukr/opusTCv20210807+nopar+ftmono+ft95-sepvoc_transformer-tiny11-align_2022-03-23
English-Ukrainian eng-ukr 29.6 eng-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-23
Finnish-Ukrainian fin-ukr 17.1 fin-ukr/opusTCv20210807+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-16
French-Ukrainian fra-ukr 20.4 fra-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-20
Hungarian-Ukrainian hun-ukr 18.3 hun-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-16
Lithuanian-Ukrainian lit-ukr 18.5 lit-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-17
Norwegian Bokmål-Ukrainian nob-ukr 18.7 gmq-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-23
Romanian-Ukrainian ron-ukr 21.7 ron-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-16
Slovak-Ukrainian slk-ukr 20.1 ces+slk-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-23
Spanish-Ukrainian spa-ukr 16.0 spa-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align_2022-03-21
Swedish-Ukrainian swe-ukr 21.9 gmq-ukr/opusTCv20210807+bt+pbt+pft-sepvoc_transformer-tiny11-align_2022-03-23