Note that some links to the actual models below are broken because the models are not yet released or their performance is too poor to be useful for anything.
| Model | Test Set | chrF2 | BLEU |
|---|---|---|---|
| lang = afr-eng | |||
| gmw-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.705 | 55.1 |
| lang = ara-heb | |||
| afa-sem/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.532 | 32.3 |
| lang = ara-tur | |||
| afa-tut/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.535 | 24.3 |
| lang = arq-eng | |||
| ara-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.24753 | 9.1 |
| lang = bos_Latn-eng | |||
| hbs-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.80006 | 66.4 |
| lang = bul-eng | |||
| bul-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.73687 | 60.5 |
| lang = cat-eng | |||
| cat+oci+spa-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.71799 | 56.9 |
| lang = ces-eng | |||
| ces+slk-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.71753 | 57.4 |
| lang = ces-rus | |||
| zlw-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.72626 | 55.0 |
| lang = dan-eng | |||
| gmq-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.78016 | 65.4 |
| gmq-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.7159 | 56.7 |
| lang = dan-fin | |||
| gmq-fin/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.624 | 37.8 |
| lang = dan-rus | |||
| gmq-zle/opusTCv20210807+pbt_transformer-big | tatoeba-v2021-08-07 | 0.71417 | 52.1 |
| lang = deu-ara | |||
| deu-ara/opusTCv20210807 | tatoeba-v2021-08-07 | 0.519 | 22.9 |
| lang = deu-eng | |||
| gmw-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.608 | 42.2 |
| lang = deu-fin | |||
| deu-fin/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.652 | 41.9 |
| lang = deu-hbs | |||
| deu-hbs/opusTCv20210807 | tatoeba-v2021-08-07 | 0.353 | 22.5 |
| lang = deu-hrv | |||
| deu-hbs/opusTCv20210807 | tatoeba-v2021-08-07 | 0.665 | 45.4 |
| lang = deu-ron | |||
| deu-ron/opusTCv20210807 | tatoeba-v2021-08-07 | 0.636 | 42.0 |
| lang = deu-rus | |||
| deu-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.65387 | 43.6 |
| lang = deu-srp_Latn | |||
| deu-hbs/opusTCv20210807 | tatoeba-v2021-08-07 | 0.610 | 37.2 |
| lang = deu-tur | |||
| deu-tur/opusTCv20210807 | tatoeba-v2021-08-07 | 0.644 | 35.6 |
| lang = deu-ukr | |||
| deu-ukr/opusTCv20210807+pbt_transformer-align | tatoeba-v2021-08-07 | 0.61779 | 39.1 |
| deu-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.61380 | 39.0 |
| lang = ell-eng | |||
| ell-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.79655 | 68.8 |
| lang = eng-arq | |||
| eng-ara/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.16785 | 0.9 |
| lang = eng-bul | |||
| eng-bul/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.68989 | 51.5 |
| lang = eng-cat | |||
| eng-cat+oci+spa/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.66475 | 47.8 |
| lang = eng-ces | |||
| eng-ces+slk/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.65919 | 47.4 |
| lang = eng-dan | |||
| eng-gmq/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.74740 | 61.1 |
| lang = eng-deu | |||
| eng-deu/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.6442 | 43.7 |
| lang = eng-ell | |||
| eng-ell/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.73585 | 55.4 |
| lang = eng-eng | |||
| gmw-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.770 | 61.2 |
| lang = eng-fin | |||
| eng-fin/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.64410 | 39.4 |
| eng-fin/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.643 | 39.9 |
| eng-fin/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07 | 0.62702 | 37.5 |
| eng-fin/opusTCv20210807+nopar+ft95-jointvoc_transformer-tiny11-align | tatoeba-v2021-08-07 | 0.62561 | 36.6 |
| lang = eng-fra | |||
| eng-fra/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.69526 | 53.1 |
| lang = eng-hun | |||
| eng-hun/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.62329 | 39.1 |
| lang = eng-isl | |||
| eng-gmq/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.59243 | 39.4 |
| lang = eng-ita | |||
| eng-ita/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.72878 | 54.3 |
| lang = eng-kor | |||
| eng-kor/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.332 | 13.3 |
| lang = eng-lit | |||
| eng-lit/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.67423 | 39.4 |
| lang = eng-nor | |||
| eng-gmq/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.71151 | 55.6 |
| lang = eng-oci | |||
| eng-cat+oci+spa/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.29437 | 7.7 |
| lang = eng-rus | |||
| eng-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.65732 | 44.7 |
| lang = eng-spa | |||
| eng-spa/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.73626 | 56.9 |
| eng-cat+oci+spa/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.73479 | 56.7 |
| lang = eng-swe | |||
| eng-gmq/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.73736 | 60.4 |
| lang = eng-tha | |||
| eng-tha/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.561 | 4.4 |
| eng-tha/opus+bt | tatoeba-v2021-08-07 | 0.546 | 1.5 |
| lang = eng-tur | |||
| eng-tur/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.68784 | 42.3 |
| lang = eng-ukr | |||
| eng-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.60066 | 37.7 |
| eng-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07 | 0.59552 | 38.0 |
| eng-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07.intgemm8 | 0.58950 | 37.1 |
| eng-ukr/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07.intgemm8.shortlist | 0.58945 | 37.1 |
| lang = eus-eng | |||
| eus-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.68951 | 53.6 |
| lang = fin-dan | |||
| fin-gmq/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.698 | 53.7 |
| lang = fin-deu | |||
| fin-deu/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.659 | 47.1 |
| lang = fin-eng | |||
| fin-eng/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.7232 | 57.3 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07 | 0.70539 | 54.5 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07.intgemm8 | 0.70224 | 54.1 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07.intgemm8shift | 0.70275 | 54.2 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07.intgemm8shiftAlphas | 0.70341 | 54.2 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07.intgemm8shiftAlphas.shortlist | 0.70286 | 54.1 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07.intgemm8shift.shortlist | 0.70241 | 54.1 |
| fin-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-align | tatoeba-v2021-08-07.intgemm8.shortlist | 0.70140 | 54.0 |
| lang = fin-heb | |||
| fin-sem/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.581 | 35.2 |
| lang = fin-nor | |||
| fin-gmq/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.679 | 46.7 |
| lang = fin-pol | |||
| fin-zlw/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.651 | 45.6 |
| lang = fin-rus | |||
| fin-zle/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.659 | 44.9 |
| fin-rus/opus+bt | tatoeba-v2021-08-07 | 0.645 | 42.8 |
| lang = fin-swe | |||
| fin-swe/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.7185 | 56.0 |
| fin-gmq/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.686 | 51.9 |
| lang = fra-eng | |||
| fra-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.74090 | 60.0 |
| lang = fra-ita | |||
| fra-ita/opusTCv20210807 | tatoeba-v2021-08-07 | 0.737 | 54.8 |
| lang = fra-rus | |||
| fra-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.62797 | 41.5 |
| lang = fra-ukr | |||
| fra-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.58410 | 36.2 |
| lang = heb-ara | |||
| afa-sem/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.471 | 19.2 |
| lang = heb-eng | |||
| heb-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.68510 | 53.8 |
| lang = heb-fin | |||
| sem-fin/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.630 | 39.4 |
| lang = heb-heb | |||
| afa-sem/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.558 | 33.8 |
| lang = heb-tur | |||
| afa-tut/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.656 | 37.5 |
| lang = hrv-eng | |||
| hbs-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.73512 | 58.7 |
| lang = hun-eng | |||
| hun-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.67001 | 50.8 |
| hun-eng/opusTCv20210807+bt_transformer-align | tatoeba-v2021-08-07 | 0.66353 | 49.6 |
| lang = isl-eng | |||
| gmq-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.67868 | 52.6 |
| gmq-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.5915 | 42.0 |
| lang = ita-eng | |||
| ita-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.82001 | 71.7 |
| lang = ita-rus | |||
| ita-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.64943 | 44.8 |
| lang = lav-eng | |||
| bat-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.700 | 53.9 |
| lang = lav-rus | |||
| bat-zle/opusTCv20210807_transformer-align | tatoeba-v2021-08-07 | 0.74782 | 58.4 |
| lang = lit-eng | |||
| lit-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.74894 | 61.6 |
| bat-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.706 | 55.7 |
| lang = lit-rus | |||
| bat-zle/opusTCv20210807_transformer-align | tatoeba-v2021-08-07 | 0.71945 | 53.5 |
| lang = nld-eng | |||
| gmw-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.695 | 54.6 |
| lang = nor-eng | |||
| gmq-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.72976 | 59.5 |
| lang = nor-fin | |||
| gmq-fin/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.460 | 22.0 |
| lang = nor-rus | |||
| gmq-zle/opusTCv20210807+pbt_transformer-big | tatoeba-v2021-08-07 | 0.66362 | 44.8 |
| lang = oci-eng | |||
| cat+oci+spa-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.36347 | 19.3 |
| lang = pol-eng | |||
| pol-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.71038 | 56.0 |
| lang = pol-fin | |||
| zlw-fin/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.149 | 2.7 |
| lang = pol-rus | |||
| zlw-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.72518 | 54.5 |
| lang = pol-ukr | |||
| zlw-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.67885 | 48.1 |
| lang = por-rus | |||
| por-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.66520 | 45.8 |
| lang = rus-ces | |||
| zle-zlw/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.69704 | 53.0 |
| lang = rus-dan | |||
| zle-gmq/opusTCv20210807+pft_transformer-big | tatoeba-v2021-08-07 | 0.74124 | 59.3 |
| lang = rus-deu | |||
| zle-deu/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.69066 | 50.7 |
| lang = rus-eng | |||
| zle-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.70931 | 56.6 |
| lang = rus-fin | |||
| zle-fin/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.66265 | 42.1 |
| rus-fin/opus+bt | tatoeba-v2021-08-07 | 0.656 | 41.4 |
| lang = rus-fra | |||
| zle-fra/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.64489 | 46.0 |
| lang = rus-lav | |||
| zle-bat/opusTCv20210807_transformer-align | tatoeba-v2021-08-07 | 0.74105 | 55.7 |
| lang = rus-lit | |||
| zle-bat/opusTCv20210807_transformer-align | tatoeba-v2021-08-07 | 0.70382 | 46.8 |
| lang = rus-nor | |||
| zle-gmq/opusTCv20210807+pft_transformer-big | tatoeba-v2021-08-07 | 0.66245 | 45.9 |
| lang = rus-pol | |||
| zle-zlw/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.72250 | 53.8 |
| lang = rus-por | |||
| zle-por/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.63281 | 41.8 |
| lang = rus-spa | |||
| zle-spa/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.68429 | 50.3 |
| lang = rus-swe | |||
| zle-gmq/opusTCv20210807+pft_transformer-big | tatoeba-v2021-08-07 | 0.69190 | 52.6 |
| lang = rus-ukr | |||
| zle-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.83647 | 70.1 |
| lang = spa-eng | |||
| cat+oci+spa-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.75914 | 62.1 |
| lang = spa-rus | |||
| spa-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.67116 | 47.1 |
| lang = spa-ukr | |||
| spa-zle/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.61030 | 39.0 |
| lang = srp_Cyrl-eng | |||
| hbs-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.68137 | 44.5 |
| lang = srp_Latn-eng | |||
| hbs-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.71699 | 58.3 |
| lang = swe-eng | |||
| gmq-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.77243 | 65.8 |
| gmq-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.7027 | 57.0 |
| lang = swe-fin | |||
| swe-fin/opusTCv20210807+pbt+bt+pft+ftmono+ft | tatoeba-v2021-08-07 | 69.013 | 46.4 |
| swe-fin/opusTCv20210807+pbt+bt | tatoeba-v2021-08-07 | 67.892 | 45.5 |
| swe-fin/opusTCv20210807+bt | tatoeba-v2021-08-07 | 0.6885 | 46.3 |
| gmq-fin/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.664 | 43.2 |
| lang = swe-rus | |||
| gmq-zle/opusTCv20210807+pbt_transformer-big | tatoeba-v2021-08-07 | 0.65169 | 43.6 |
| lang = ukr-deu | |||
| zle-deu/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.69905 | 53.4 |
| ukr-deu/opusTCv20210807+pft_transformer-align | tatoeba-v2021-08-07 | 0.69211 | 52.2 |
| lang = ukr-eng | |||
| zle-eng/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.70441 | 55.8 |
| ukr-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07 | 0.67210 | 51.4 |
| ukr-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07.intgemm8 | 0.66282 | 50.2 |
| ukr-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07.intgemm8.shortlist | 0.66250 | 50.1 |
| ukr-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07.intgemm8tunedshiftAlphas | 0.65763 | 49.6 |
| ukr-eng/opusTCv20210807+nopar+ft95-sepvoc_transformer-tiny11-align | tatoeba-v2021-08-07.intgemm8tunedshiftAlphas.shortlist | 0.65743 | 49.6 |
| lang = ukr-fra | |||
| zle-fra/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.63086 | 44.6 |
| lang = ukr-pol | |||
| zle-zlw/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.74845 | 57.0 |
| lang = ukr-rus | |||
| zle-zle/opusTCv20210807+bt_transformer-big | tatoeba-v2021-08-07 | 0.86852 | 75.5 |
| lang = ukr-spa | |||
| zle-spa/opusTCv20210807_transformer-big | tatoeba-v2021-08-07 | 0.65776 | 47.6 |
| lang = vie-eng | |||
| aav-eng/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.585 | 40.2 |
| lang = vie-zho | |||
| aav-sit/opus4m+btTCv20210807 | tatoeba-v2021-08-07 | 0.244 | 28.2 |