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 = avk-fra | |||
| tatoeba-zero/opus | tatoeba | 0.116 | 0.2 |
| lang = avk-spa | |||
| tatoeba-zero/opus | tatoeba | 0.126 | 0.4 |
| lang = awa-eng | |||
| inc-inc/opus | tatoeba | 0.300 | 15.9 |
| inc-eng/opus1m+bt | tatoeba | 0.299 | 14.8 |
| ine-eng/opus | tatoeba | 0.285 | 10.0 |
| ine-eng/opus2m | tatoeba | 0.280 | 11.6 |
| ine-eng/opus4m | tatoeba | 0.271 | 10.2 |
| mul-eng/opus2m | tatoeba | 0.271 | 9.7 |
| iir-eng/opus4m | tatoeba | 0.244 | 7.1 |
| mul-eng/opus | tatoeba | 0.239 | 6.1 |
| inc-eng/opus4m | tatoeba | 0.234 | 8.8 |
| iir-eng/opus | tatoeba | 0.229 | 5.3 |
| inc-eng/opus | tatoeba | 0.224 | 6.9 |
| inc-eng/opus2m | tatoeba | 0.222 | 6.2 |
| iir-eng/opus2m | tatoeba | 0.219 | 7.0 |
| ine-ine/opus | tatoeba | 0.201 | 2.4 |
| tatoeba-zero/opus | tatoeba | 0.042 | 0.1 |
| lang = deu-hrx | |||
| westgermanic/opus | tatoeba | 0.251 | 2.2 |
| gmw-gmw/opus | tatoeba | 0.184 | 0.8 |
| gem-gem/opus | tatoeba | 0.090 | 0.3 |
| tatoeba-zero/opus | tatoeba | 0.090 | 0.4 |
| lang = deu-swg | |||
| westgermanic/opus | tatoeba | 0.197 | 0.7 |
| gmw-gmw/opus | tatoeba | 0.187 | 0.7 |
| gem-gem/opus | tatoeba | 0.147 | 0.3 |
| tatoeba-zero/opus | tatoeba | 0.098 | 0.1 |
| ine-ine/opus | tatoeba | 0.088 | 0.1 |
| lang = deu-toki | |||
| tatoeba-zero/opus | tatoeba | 0.059 | 0.0 |
| lang = dtp-eng | |||
| mul-eng/opus | tatoeba | 0.153 | 1.1 |
| mul-eng/opus2m | tatoeba | 0.149 | 1.0 |
| tatoeba-zero/opus | tatoeba | 0.136 | 0.7 |
| poz-eng/opus1m+bt | tatoeba | 0.134 | 0.9 |
| lang = dtp-jpn | |||
| tatoeba-zero/opus | tatoeba | 0.029 | 0.2 |
| lang = dtp-msa | |||
| tatoeba-zero/opus | tatoeba | 0.099 | 0.2 |
| lang = egl-ita | |||
| itc-itc/opus | tatoeba | 0.206 | 3.0 |
| ine-ine/opus | tatoeba | 0.203 | 3.2 |
| tatoeba-zero/opus | tatoeba | 0.184 | 2.5 |
| lang = eng-awa | |||
| eng-inc/opus | tatoeba | 0.144 | 0.4 |
| eng-inc/opus2m | tatoeba | 0.132 | 0.5 |
| eng-iir/opus2m | tatoeba | 0.122 | 0.4 |
| eng-inc/opus1m+bt | tatoeba | 0.084 | 0.4 |
| eng-iir/opus | tatoeba | 0.041 | 0.2 |
| inc-inc/opus | tatoeba | 0.029 | 0.3 |
| eng-ine/opus2m | tatoeba | 0.002 | 0.3 |
| eng-ine/opus | tatoeba | 0.002 | 0.2 |
| eng-mul/opus2m | tatoeba | 0.002 | 0.1 |
| eng-mul/opus | tatoeba | 0.002 | 0.1 |
| ine-ine/opus | tatoeba | 0.002 | 0.2 |
| tatoeba-zero/opus | tatoeba | 0.002 | 0.1 |
| lang = eng-dtp | |||
| eng-pqw/opus2m | tatoeba | 0.139 | 0.6 |
| eng-pqw/opus | tatoeba | 0.131 | 0.5 |
| eng-map/opus | tatoeba | 0.121 | 0.5 |
| eng-poz/opus | tatoeba | 0.121 | 0.4 |
| eng-mul/opus | tatoeba | 0.086 | 0.3 |
| eng-mul/opus2m | tatoeba | 0.084 | 0.3 |
| tatoeba-zero/opus | tatoeba | 0.082 | 0.4 |
| eng-poz/opus1m+bt | tatoeba | 0.080 | 0.4 |
| lang = eng-gos | |||
| eng-gmw/opus2m | tatoeba | 0.309 | 2.2 |
| eng-gmw/opus | tatoeba | 0.291 | 2.5 |
| gmw-gmw/opus | tatoeba | 0.273 | 1.9 |
| westgermanic/opus | tatoeba | 0.233 | 1.3 |
| eng-gem/opus | tatoeba | 0.218 | 1.4 |
| gem-gem/opus | tatoeba | 0.204 | 1.4 |
| eng-gmw/opus1m+bt | tatoeba | 0.187 | 0.6 |
| eng-gem/opus2m | tatoeba | 0.182 | 1.0 |
| eng-ine/opus | tatoeba | 0.141 | 0.6 |
| eng-ine/opus2m | tatoeba | 0.137 | 0.7 |
| ine-ine/opus | tatoeba | 0.137 | 0.5 |
| tatoeba-zero/opus | tatoeba | 0.136 | 0.6 |
| eng-mul/opus | tatoeba | 0.135 | 0.5 |
| eng-mul/opus2m | tatoeba | 0.124 | 0.3 |
| lang = eng-hoc | |||
| eng-mul/opus | tatoeba | 0.078 | 0.2 |
| eng-mul/opus2m | tatoeba | 0.077 | 0.2 |
| tatoeba-zero/opus | tatoeba | 0.077 | 0.2 |
| eng-aav/opus | tatoeba | 0.033 | 0.1 |
| aav-aav/opus | tatoeba | 0.010 | 0.1 |
| lang = eng-hrx | |||
| eng-gmw/opus1m+bt | tatoeba | 0.285 | 5.3 |
| westgermanic/opus | tatoeba | 0.235 | 3.5 |
| gmw-gmw/opus | tatoeba | 0.200 | 3.1 |
| tatoeba-zero/opus | tatoeba | 0.134 | 2.3 |
| gem-gem/opus | tatoeba | 0.095 | 1.2 |
| lang = eng-kha | |||
| eng-mul/opus | tatoeba | 0.097 | 0.4 |
| eng-mul/opus2m | tatoeba | 0.094 | 0.5 |
| tatoeba-zero/opus | tatoeba | 0.092 | 0.5 |
| eng-mkh/opus1m+bt | tatoeba | 0.088 | 0.6 |
| eng-mkh/opus | tatoeba | 0.054 | 0.4 |
| eng-aav/opus | tatoeba | 0.043 | 0.4 |
| aav-aav/opus | tatoeba | 0.013 | 0.1 |
| lang = eng-nst | |||
| tatoeba-zero/opus | tatoeba | 0.046 | 0.2 |
| eng-sit/opus1m+bt | tatoeba | 0.033 | 0.1 |
| lang = eng-orv | |||
| gmw-zle/opus1m | tatoeba | 0.173 | 0.7 |
| eng-zle/opus1m+bt | tatoeba | 0.151 | 0.7 |
| eng-zle/opus | tatoeba | 0.140 | 0.4 |
| zle-zle/opus | tatoeba | 0.138 | 0.3 |
| eng-zle/opus2m | tatoeba | 0.130 | 0.6 |
| eng-sla/opus | tatoeba | 0.115 | 0.6 |
| sla-sla/opus | tatoeba | 0.015 | 0.4 |
| eng-sla/opus2m | tatoeba | 0.014 | 0.3 |
| ine-ine/opus | tatoeba | 0.011 | 0.1 |
| eng-ine/opus | tatoeba | 0.009 | 0.2 |
| eng-ine/opus2m | tatoeba | 0.008 | 0.2 |
| tatoeba-zero/opus | tatoeba | 0.008 | 0.1 |
| eng-mul/opus2m | tatoeba | 0.007 | 0.2 |
| eng-mul/opus | tatoeba | 0.007 | 0.2 |
| lang = eng-ota | |||
| tut-tut/opus | tatoeba | 0.114 | 1.3 |
| eng-trk/opus1m+bt | tatoeba | 0.073 | 0.6 |
| eng-trk/opus2m | tatoeba | 0.065 | 0.5 |
| eng-trk/opus | tatoeba | 0.064 | 0.4 |
| eng-mul/opus | tatoeba | 0.055 | 0.2 |
| tatoeba-zero/opus | tatoeba | 0.055 | 0.1 |
| eng-mul/opus2m | tatoeba | 0.053 | 0.2 |
| eng-tut/opus | tatoeba | 0.043 | 0.3 |
| eng-tut/opus2m | tatoeba | 0.035 | 0.2 |
| trk-trk/opus | tatoeba | 0.024 | 0.0 |
| lang = eng-ota_Arab | |||
| eng-trk/opus1m+bt | tatoeba | 0.009 | 0.4 |
| lang = eng-ota_Latn | |||
| eng-trk/opus1m+bt | tatoeba | 0.135 | 1.0 |
| lang = eng-prg | |||
| eng-bat/opus2m | tatoeba | 0.130 | 0.5 |
| eng-bat/opus | tatoeba | 0.130 | 0.5 |
| eng-bat/opus1m+bt | tatoeba | 0.128 | 0.4 |
| westgermanic/opus | tatoeba | 0.118 | 0.3 |
| eng-ine/opus | tatoeba | 0.107 | 0.2 |
| eng-ine/opus2m | tatoeba | 0.100 | 0.2 |
| eng-mul/opus | tatoeba | 0.090 | 0.3 |
| ine-ine/opus | tatoeba | 0.088 | 0.2 |
| tatoeba-zero/opus | tatoeba | 0.082 | 0.3 |
| eng-mul/opus2m | tatoeba | 0.078 | 0.1 |
| lang = eng-toki | |||
| tatoeba-zero/opus | tatoeba | 0.078 | 0.1 |
| lang = epo-ile | |||
| art-art/opus | tatoeba | 0.143 | 1.0 |
| tatoeba-zero/opus | tatoeba | 0.070 | 0.4 |
| lang = epo-lad | |||
| tatoeba-zero/opus | tatoeba | 0.116 | 0.4 |
| lang = epo-lfn | |||
| art-art/opus | tatoeba | 0.163 | 0.7 |
| tatoeba-zero/opus | tatoeba | 0.127 | 2.2 |
| lang = epo-toki | |||
| tatoeba-zero/opus | tatoeba | 0.055 | 0.1 |
| lang = epo-vol | |||
| art-art/opus | tatoeba | 0.119 | 0.5 |
| tatoeba-zero/opus | tatoeba | 0.078 | 0.1 |
| lang = fin-fkv | |||
| urj-urj/opus | tatoeba | 0.254 | 1.8 |
| fiu-fiu/opus | tatoeba | 0.207 | 1.6 |
| fiu-urj/opus | tatoeba | 0.141 | 0.7 |
| urj-fiu/opus | tatoeba | 0.131 | 0.8 |
| tatoeba-zero/opus | tatoeba | 0.068 | 0.2 |
| lang = fkv-fin | |||
| fiu-fiu/opus | tatoeba | 0.495 | 22.8 |
| urj-urj/opus | tatoeba | 0.489 | 20.2 |
| urj-fiu/opus | tatoeba | 0.459 | 16.8 |
| fiu-urj/opus | tatoeba | 0.433 | 15.0 |
| tatoeba-zero/opus | tatoeba | 0.377 | 12.4 |
| fiu-fin/opus1m | tatoeba | 0.326 | 5.3 |
| lang = fra-avk | |||
| tatoeba-zero/opus | tatoeba | 0.083 | 0.1 |
| lang = fra-gcf | |||
| itc-itc/opus | tatoeba | 0.099 | 0.2 |
| ine-ine/opus | tatoeba | 0.069 | 0.1 |
| tatoeba-zero/opus | tatoeba | 0.063 | 0.1 |
| lang = fra-lfn | |||
| tatoeba-zero/opus | tatoeba | 0.075 | 0.8 |
| lang = fra-toki | |||
| tatoeba-zero/opus | tatoeba | 0.067 | 0.1 |
| lang = gcf-fra | |||
| itc-itc/opus | tatoeba | 0.267 | 7.1 |
| ine-ine/opus | tatoeba | 0.241 | 6.0 |
| tatoeba-zero/opus | tatoeba | 0.144 | 0.6 |
| lang = gos-eng | |||
| ine-eng/opus4m | tatoeba | 0.389 | 21.9 |
| ine-eng/opus2m | tatoeba | 0.378 | 19.2 |
| ine-eng/opus | tatoeba | 0.369 | 18.6 |
| mul-eng/opus2m | tatoeba | 0.364 | 20.1 |
| mul-eng/opus | tatoeba | 0.359 | 19.7 |
| gem-eng/opus4m | tatoeba | 0.355 | 18.3 |
| gem-eng/opus2m | tatoeba | 0.352 | 17.8 |
| gem-eng/opus | tatoeba | 0.341 | 17.3 |
| gem-gem/opus | tatoeba | 0.340 | 17.3 |
| gmw-eng/opus1m+bt | tatoeba | 0.335 | 15.9 |
| gmw-eng/opus4m | tatoeba | 0.329 | 16.1 |
| gmw-eng/opus2m | tatoeba | 0.326 | 15.5 |
| gmw-gmw/opus | tatoeba | 0.322 | 14.9 |
| ine-ine/opus | tatoeba | 0.320 | 14.8 |
| gmw-eng/opus | tatoeba | 0.308 | 12.5 |
| westgermanic/opus | tatoeba | 0.287 | 12.2 |
| tatoeba-zero/opus | tatoeba | 0.265 | 11.0 |
| lang = gos-nld | |||
| gmw-gmw/opus | tatoeba | 0.409 | 15.9 |
| gem-gem/opus | tatoeba | 0.406 | 16.3 |
| ine-ine/opus | tatoeba | 0.389 | 16.8 |
| westgermanic/opus | tatoeba | 0.380 | 12.9 |
| tatoeba-zero/opus | tatoeba | 0.305 | 10.9 |
| lang = hoc-eng | |||
| mul-eng/opus2m | tatoeba | 0.132 | 0.7 |
| mul-eng/opus | tatoeba | 0.127 | 1.0 |
| tatoeba-zero/opus | tatoeba | 0.103 | 0.5 |
| aav-aav/opus | tatoeba | 0.099 | 0.2 |
| aav-eng/opus | tatoeba | 0.096 | 0.3 |
| aav-eng/opus2m | tatoeba | 0.095 | 0.3 |
| lang = hrx-deu | |||
| gem-gem/opus | tatoeba | 0.516 | 28.9 |
| westgermanic/opus | tatoeba | 0.495 | 26.0 |
| gmw-gmw/opus | tatoeba | 0.475 | 23.6 |
| tatoeba-zero/opus | tatoeba | 0.379 | 16.2 |
| gmw-deu/opus1m | tatoeba | 0.371 | 10.7 |
| lang = hrx-eng | |||
| gem-gem/opus | tatoeba | 0.432 | 27.9 |
| gmw-eng/opus1m+bt | tatoeba | 0.427 | 26.6 |
| westgermanic/opus | tatoeba | 0.355 | 19.7 |
| gmw-gmw/opus | tatoeba | 0.352 | 18.8 |
| tatoeba-zero/opus | tatoeba | 0.326 | 15.1 |
| lang = ile-epo | |||
| tatoeba-zero/opus | tatoeba | 0.571 | 33.7 |
| art-art/opus | tatoeba | 0.365 | 13.6 |
| lang = ina-lad | |||
| tatoeba-zero/opus | tatoeba | 0.126 | 0.2 |
| lang = ina-lfn | |||
| art-art/opus | tatoeba | 0.169 | 1.1 |
| tatoeba-zero/opus | tatoeba | 0.110 | 1.2 |
| lang = ita-egl | |||
| itc-itc/opus | tatoeba | 0.114 | 1.1 |
| ine-ine/opus | tatoeba | 0.061 | 0.2 |
| tatoeba-zero/opus | tatoeba | 0.059 | 0.4 |
| lang = jpn-dtp | |||
| tatoeba-zero/opus | tatoeba | 0.030 | 0.1 |
| lang = kha-eng | |||
| mul-eng/opus | tatoeba | 0.156 | 1.2 |
| mul-eng/opus2m | tatoeba | 0.154 | 1.0 |
| tatoeba-zero/opus | tatoeba | 0.137 | 1.0 |
| aav-aav/opus | tatoeba | 0.119 | 0.8 |
| aav-eng/opus | tatoeba | 0.117 | 0.8 |
| aav-eng/opus2m | tatoeba | 0.115 | 1.0 |
| mkh-eng/opus1m+bt | tatoeba | 0.115 | 0.8 |
| mkh-eng/opus | tatoeba | 0.114 | 0.8 |
| lang = lad-epo | |||
| tatoeba-zero/opus | tatoeba | 0.397 | 17.9 |
| lang = lad-ina | |||
| tatoeba-zero/opus | tatoeba | 0.268 | 9.1 |
| lang = lad-yid | |||
| ine-ine/opus | tatoeba | 0.212 | 4.8 |
| tatoeba-zero/opus | tatoeba | 0.134 | 0.1 |
| lang = lfn-epo | |||
| tatoeba-zero/opus | tatoeba | 0.437 | 15.4 |
| art-art/opus | tatoeba | 0.261 | 5.7 |
| lang = lfn-fra | |||
| tatoeba-zero/opus | tatoeba | 0.376 | 17.1 |
| lang = lfn-ina | |||
| tatoeba-zero/opus | tatoeba | 0.284 | 9.3 |
| art-art/opus | tatoeba | 0.206 | 4.4 |
| lang = lfn-por | |||
| tatoeba-zero/opus | tatoeba | 0.435 | 18.4 |
| art-por/opus1m | tatoeba | 0.176 | 1.5 |
| lang = lfn-yid | |||
| tatoeba-zero/opus | tatoeba | 0.135 | 0.1 |
| lang = msa-dtp | |||
| tatoeba-zero/opus | tatoeba | 0.071 | 0.3 |
| lang = nld-gos | |||
| gmw-gmw/opus | tatoeba | 0.284 | 2.1 |
| westgermanic/opus | tatoeba | 0.275 | 2.8 |
| gem-gem/opus | tatoeba | 0.206 | 1.9 |
| ine-ine/opus | tatoeba | 0.129 | 0.5 |
| tatoeba-zero/opus | tatoeba | 0.113 | 0.5 |
| lang = nld-toki | |||
| tatoeba-zero/opus | tatoeba | 0.060 | 0.1 |
| lang = nst-eng | |||
| sit-eng/opus1m+bt | tatoeba | 0.113 | 0.4 |
| tatoeba-zero/opus | tatoeba | 0.093 | 0.2 |
| lang = orv-eng | |||
| ine-eng/opus4m | tatoeba | 0.310 | 14.3 |
| sla-eng/opus | tatoeba | 0.296 | 12.0 |
| sla-eng/opus4m | tatoeba | 0.293 | 13.8 |
| ine-eng/opus2m | tatoeba | 0.288 | 13.6 |
| mul-eng/opus2m | tatoeba | 0.283 | 11.0 |
| mul-eng/opus | tatoeba | 0.282 | 12.2 |
| sla-sla/opus | tatoeba | 0.279 | 10.0 |
| ine-eng/opus | tatoeba | 0.271 | 11.6 |
| ine-ine/opus | tatoeba | 0.251 | 8.8 |
| zle-eng/opus4m | tatoeba | 0.227 | 7.7 |
| zle-eng/opus2m | tatoeba | 0.217 | 6.9 |
| zle-gmw/opus1m | tatoeba | 0.217 | 7.2 |
| tatoeba-zero/opus | tatoeba | 0.215 | 6.9 |
| zle-eng/opus | tatoeba | 0.213 | 4.9 |
| zle-eng/opus1m+bt | tatoeba | 0.211 | 7.2 |
| zle-zle/opus | tatoeba | 0.210 | 6.3 |
| lang = orv-ukr | |||
| sla-sla/opus | tatoeba | 0.250 | 9.2 |
| ine-ine/opus | tatoeba | 0.217 | 6.4 |
| zle-zle/opus | tatoeba | 0.180 | 3.7 |
| tatoeba-zero/opus | tatoeba | 0.169 | 3.0 |
| lang = ota-eng | |||
| mul-eng/opus2m | tatoeba | 0.216 | 4.1 |
| mul-eng/opus | tatoeba | 0.213 | 3.9 |
| tut-tut/opus | tatoeba | 0.171 | 3.2 |
| trk-eng/opus1m | tatoeba | 0.167 | 1.9 |
| trk-trk/opus | tatoeba | 0.163 | 2.8 |
| trk-eng/opus | tatoeba | 0.151 | 2.6 |
| tut-eng/opus4m | tatoeba | 0.150 | 1.4 |
| trk-eng/opus2m | tatoeba | 0.149 | 2.0 |
| tatoeba-zero/opus | tatoeba | 0.104 | 0.7 |
| lang = ota-tur | |||
| trk-trk/opus | tatoeba | 0.181 | 3.8 |
| tut-tut/opus | tatoeba | 0.173 | 2.0 |
| tatoeba-zero/opus | tatoeba | 0.110 | 0.4 |
| lang = por-lfn | |||
| tatoeba-zero/opus | tatoeba | 0.120 | 1.0 |
| lang = por-toki | |||
| tatoeba-zero/opus | tatoeba | 0.070 | 0.2 |
| lang = prg-eng | |||
| mul-eng/opus | tatoeba | 0.204 | 4.2 |
| ine-eng/opus | tatoeba | 0.203 | 3.9 |
| mul-eng/opus2m | tatoeba | 0.198 | 4.1 |
| ine-eng/opus2m | tatoeba | 0.193 | 2.3 |
| ine-eng/opus4m | tatoeba | 0.182 | 2.5 |
| ine-ine/opus | tatoeba | 0.179 | 1.3 |
| bat-eng/opus | tatoeba | 0.160 | 1.4 |
| bat-eng/opus2m | tatoeba | 0.159 | 1.0 |
| bat-eng/opus1m+bt | tatoeba | 0.157 | 0.7 |
| bat-eng/opus4m | tatoeba | 0.153 | 0.8 |
| tatoeba-zero/opus | tatoeba | 0.129 | 0.8 |
| westgermanic/opus | tatoeba | 0.113 | 0.3 |
| lang = rus-toki | |||
| tatoeba-zero/opus | tatoeba | 0.054 | 0.0 |
| lang = spa-avk | |||
| tatoeba-zero/opus | tatoeba | 0.085 | 0.2 |
| lang = spa-toki | |||
| tatoeba-zero/opus | tatoeba | 0.066 | 0.1 |
| lang = swg-deu | |||
| westgermanic/opus | tatoeba | 0.350 | 10.6 |
| gmw-gmw/opus | tatoeba | 0.344 | 9.8 |
| gem-gem/opus | tatoeba | 0.336 | 9.0 |
| gmw-deu/opus1m | tatoeba | 0.319 | 4.9 |
| ine-ine/opus | tatoeba | 0.316 | 8.0 |
| tatoeba-zero/opus | tatoeba | 0.276 | 6.0 |
| lang = tur-ota | |||
| tut-tut/opus | tatoeba | 0.127 | 1.4 |
| tatoeba-zero/opus | tatoeba | 0.041 | 0.0 |
| trk-trk/opus | tatoeba | 0.029 | 0.0 |
| lang = ukr-orv | |||
| zle-zle/opus | tatoeba | 0.138 | 0.4 |
| sla-sla/opus | tatoeba | 0.078 | 0.1 |
| ine-ine/opus | tatoeba | 0.008 | 0.1 |
| tatoeba-zero/opus | tatoeba | 0.008 | 0.1 |
| lang = vol-epo | |||
| tatoeba-zero/opus | tatoeba | 0.150 | 1.6 |
| art-art/opus | tatoeba | 0.130 | 0.6 |
| lang = yid-lad | |||
| ine-ine/opus | tatoeba | 0.090 | 0.1 |
| tatoeba-zero/opus | tatoeba | 0.084 | 0.1 |
| lang = yid-lfn | |||
| tatoeba-zero/opus | tatoeba | 0.095 | 0.7 |