- dataset: opus
- model: transformer
- source language(s): eng
- target language(s): abk acm ady afb afh_Latn afr akl_Latn aln amh ang_Latn apc ara arg arq ary arz asm ast avk_Latn awa aze_Latn bak bam_Latn bel bel_Latn ben bho bod bos_Latn bre brx brx_Latn bul bul_Latn cat ceb ces cha che chr chv cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant cor cos crh crh_Latn csb_Latn cym dan deu dsb dtp dws_Latn egl ell enm_Latn epo est eus ewe ext fao fij fin fkv_Latn fra frm_Latn frr fry fuc fuv gan gcf_Latn gil gla gle glg glv gom gos got_Goth grc_Grek grn gsw guj hat hau_Latn haw heb hif_Latn hil hin hnj_Latn hoc hoc_Latn hrv hsb hun hye iba ibo ido ido_Latn ike_Latn ile_Latn ilo ina_Latn ind isl ita izh jav jav_Java jbo jbo_Cyrl jbo_Latn jdt_Cyrl jpn kab kal kan kat kaz_Cyrl kaz_Latn kek_Latn kha khm khm_Latn kin kir_Cyrl kjh kpv krl ksh kum kur_Arab kur_Latn lad lad_Latn lao lat_Latn lav ldn_Latn lfn_Cyrl lfn_Latn lij lin lit liv_Latn lkt lld_Latn lmo ltg ltz lug lzh lzh_Hans mad mah mai mal mar max_Latn mdf mfe mhr mic min mkd mlg mlt mnw moh mon mri mwl mww mya myv nan nau nav nds niu nld nno nob nob_Hebr nog non_Latn nov_Latn npi nya oci ori orv_Cyrl oss ota_Arab ota_Latn pag pan_Guru pap pau pdc pes pes_Latn pes_Thaa pms pnb pol por ppl_Latn prg_Latn pus quc qya qya_Latn rap rif_Latn roh rom ron rue run rus sag sah san_Deva scn sco sgs shs_Latn shy_Latn sin sjn_Latn slv sma sme smo sna snd_Arab som spa sqi srp_Cyrl srp_Latn stq sun swe swg swh tah tam tat tat_Arab tat_Latn tel tet tgk_Cyrl tha tir tlh_Latn tly_Latn tmw_Latn toi_Latn ton tpw_Latn tso tuk tuk_Latn tur tvl tyv tzl tzl_Latn udm uig_Arab uig_Cyrl ukr umb urd uzb_Cyrl uzb_Latn vec vie vie_Hani vol_Latn vro war wln wol wuu xal xho yid yor yue yue_Hans yue_Hant zho zho_Hans zho_Hant zlm_Latn zsm_Latn zul zza
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- a sentence initial language token is required in the form of
>>id<<(id = valid target language ID) - download: opus-2020-07-14.zip
- test set translations: opus-2020-07-14.test.txt
- test set scores: opus-2020-07-14.eval.txt
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.eng-abk.eng.abk | 1.3 | 0.230 |
| Tatoeba-test.eng-ady.eng.ady | 1.8 | 0.008 |
| Tatoeba-test.eng-afh.eng.afh | 1.1 | 0.066 |
| Tatoeba-test.eng-afr.eng.afr | 45.2 | 0.642 |
| Tatoeba-test.eng-akl.eng.akl | 1.5 | 0.076 |
| Tatoeba-test.eng-amh.eng.amh | 7.7 | 0.422 |
| Tatoeba-test.eng-ang.eng.ang | 5.8 | 0.139 |
| Tatoeba-test.eng-ara.eng.ara | 4.9 | 0.293 |
| Tatoeba-test.eng-arg.eng.arg | 1.4 | 0.116 |
| Tatoeba-test.eng-asm.eng.asm | 2.1 | 0.216 |
| Tatoeba-test.eng-ast.eng.ast | 12.0 | 0.367 |
| Tatoeba-test.eng-avk.eng.avk | 0.2 | 0.099 |
| Tatoeba-test.eng-awa.eng.awa | 0.2 | 0.002 |
| Tatoeba-test.eng-aze.eng.aze | 15.3 | 0.450 |
| Tatoeba-test.eng-bak.eng.bak | 7.2 | 0.323 |
| Tatoeba-test.eng-bam.eng.bam | 0.0 | 0.037 |
| Tatoeba-test.eng-bel.eng.bel | 11.4 | 0.361 |
| Tatoeba-test.eng-ben.eng.ben | 8.1 | 0.349 |
| Tatoeba-test.eng-bho.eng.bho | 0.2 | 0.003 |
| Tatoeba-test.eng-bod.eng.bod | 0.0 | 0.152 |
| Tatoeba-test.eng-bre.eng.bre | 5.7 | 0.240 |
| Tatoeba-test.eng-brx.eng.brx | 0.8 | 0.050 |
| Tatoeba-test.eng-bul.eng.bul | 29.0 | 0.512 |
| Tatoeba-test.eng-cat.eng.cat | 33.0 | 0.560 |
| Tatoeba-test.eng-ceb.eng.ceb | 9.1 | 0.386 |
| Tatoeba-test.eng-ces.eng.ces | 19.5 | 0.429 |
| Tatoeba-test.eng-cha.eng.cha | 4.0 | 0.215 |
| Tatoeba-test.eng-che.eng.che | 0.7 | 0.013 |
| Tatoeba-test.eng-chm.eng.chm | 2.5 | 0.218 |
| Tatoeba-test.eng-chr.eng.chr | 1.7 | 0.145 |
| Tatoeba-test.eng-chv.eng.chv | 6.0 | 0.330 |
| Tatoeba-test.eng-cor.eng.cor | 0.6 | 0.083 |
| Tatoeba-test.eng-cos.eng.cos | 4.3 | 0.165 |
| Tatoeba-test.eng-crh.eng.crh | 9.3 | 0.326 |
| Tatoeba-test.eng-csb.eng.csb | 6.3 | 0.212 |
| Tatoeba-test.eng-cym.eng.cym | 14.3 | 0.378 |
| Tatoeba-test.eng-dan.eng.dan | 38.0 | 0.591 |
| Tatoeba-test.eng-deu.eng.deu | 21.5 | 0.472 |
| Tatoeba-test.eng-dsb.eng.dsb | 0.7 | 0.108 |
| Tatoeba-test.eng-dtp.eng.dtp | 0.3 | 0.086 |
| Tatoeba-test.eng-dws.eng.dws | 0.7 | 0.081 |
| Tatoeba-test.eng-egl.eng.egl | 0.5 | 0.082 |
| Tatoeba-test.eng-ell.eng.ell | 24.1 | 0.484 |
| Tatoeba-test.eng-enm.eng.enm | 4.8 | 0.307 |
| Tatoeba-test.eng-epo.eng.epo | 29.9 | 0.540 |
| Tatoeba-test.eng-est.eng.est | 26.0 | 0.500 |
| Tatoeba-test.eng-eus.eng.eus | 14.7 | 0.430 |
| Tatoeba-test.eng-ewe.eng.ewe | 6.4 | 0.244 |
| Tatoeba-test.eng-ext.eng.ext | 4.4 | 0.225 |
| Tatoeba-test.eng-fao.eng.fao | 5.7 | 0.271 |
| Tatoeba-test.eng-fas.eng.fas | 6.2 | 0.252 |
| Tatoeba-test.eng-fij.eng.fij | 32.3 | 0.356 |
| Tatoeba-test.eng-fin.eng.fin | 15.6 | 0.420 |
| Tatoeba-test.eng-fkv.eng.fkv | 0.9 | 0.144 |
| Tatoeba-test.eng-fra.eng.fra | 28.0 | 0.520 |
| Tatoeba-test.eng-frm.eng.frm | 0.4 | 0.122 |
| Tatoeba-test.eng-frr.eng.frr | 3.6 | 0.032 |
| Tatoeba-test.eng-fry.eng.fry | 14.5 | 0.375 |
| Tatoeba-test.eng-ful.eng.ful | 0.4 | 0.073 |
| Tatoeba-test.eng-gcf.eng.gcf | 0.5 | 0.095 |
| Tatoeba-test.eng-gil.eng.gil | 37.0 | 0.621 |
| Tatoeba-test.eng-gla.eng.gla | 9.7 | 0.319 |
| Tatoeba-test.eng-gle.eng.gle | 21.7 | 0.440 |
| Tatoeba-test.eng-glg.eng.glg | 30.1 | 0.544 |
| Tatoeba-test.eng-glv.eng.glv | 22.0 | 0.411 |
| Tatoeba-test.eng-gos.eng.gos | 0.5 | 0.135 |
| Tatoeba-test.eng-got.eng.got | 0.2 | 0.010 |
| Tatoeba-test.eng-grc.eng.grc | 0.0 | 0.005 |
| Tatoeba-test.eng-grn.eng.grn | 1.5 | 0.131 |
| Tatoeba-test.eng-gsw.eng.gsw | 0.6 | 0.108 |
| Tatoeba-test.eng-guj.eng.guj | 13.9 | 0.330 |
| Tatoeba-test.eng-hat.eng.hat | 29.3 | 0.509 |
| Tatoeba-test.eng-hau.eng.hau | 3.0 | 0.350 |
| Tatoeba-test.eng-haw.eng.haw | 0.4 | 0.079 |
| Tatoeba-test.eng-heb.eng.heb | 17.7 | 0.398 |
| Tatoeba-test.eng-hif.eng.hif | 2.8 | 0.283 |
| Tatoeba-test.eng-hil.eng.hil | 12.5 | 0.448 |
| Tatoeba-test.eng-hin.eng.hin | 10.6 | 0.363 |
| Tatoeba-test.eng-hmn.eng.hmn | 0.2 | 0.071 |
| Tatoeba-test.eng-hoc.eng.hoc | 0.2 | 0.078 |
| Tatoeba-test.eng-hsb.eng.hsb | 4.5 | 0.277 |
| Tatoeba-test.eng-hun.eng.hun | 13.6 | 0.383 |
| Tatoeba-test.eng-hye.eng.hye | 12.9 | 0.337 |
| Tatoeba-test.eng-iba.eng.iba | 13.0 | 0.411 |
| Tatoeba-test.eng-ibo.eng.ibo | 2.2 | 0.217 |
| Tatoeba-test.eng-ido.eng.ido | 9.8 | 0.377 |
| Tatoeba-test.eng-iku.eng.iku | 2.5 | 0.087 |
| Tatoeba-test.eng-ile.eng.ile | 4.3 | 0.280 |
| Tatoeba-test.eng-ilo.eng.ilo | 24.6 | 0.497 |
| Tatoeba-test.eng-ina.eng.ina | 19.5 | 0.479 |
| Tatoeba-test.eng-isl.eng.isl | 10.6 | 0.345 |
| Tatoeba-test.eng-ita.eng.ita | 30.4 | 0.559 |
| Tatoeba-test.eng-izh.eng.izh | 1.5 | 0.053 |
| Tatoeba-test.eng-jav.eng.jav | 7.2 | 0.316 |
| Tatoeba-test.eng-jbo.eng.jbo | 0.2 | 0.121 |
| Tatoeba-test.eng-jdt.eng.jdt | 0.6 | 0.000 |
| Tatoeba-test.eng-jpn.eng.jpn | 0.0 | 0.001 |
| Tatoeba-test.eng-kab.eng.kab | 4.6 | 0.247 |
| Tatoeba-test.eng-kal.eng.kal | 10.0 | 0.339 |
| Tatoeba-test.eng-kan.eng.kan | 3.9 | 0.332 |
| Tatoeba-test.eng-kat.eng.kat | 1.2 | 0.120 |
| Tatoeba-test.eng-kaz.eng.kaz | 8.7 | 0.308 |
| Tatoeba-test.eng-kek.eng.kek | 3.3 | 0.191 |
| Tatoeba-test.eng-kha.eng.kha | 0.4 | 0.097 |
| Tatoeba-test.eng-khm.eng.khm | 0.3 | 0.227 |
| Tatoeba-test.eng-kin.eng.kin | 7.0 | 0.372 |
| Tatoeba-test.eng-kir.eng.kir | 15.4 | 0.364 |
| Tatoeba-test.eng-kjh.eng.kjh | 0.4 | 0.007 |
| Tatoeba-test.eng-kok.eng.kok | 5.5 | 0.005 |
| Tatoeba-test.eng-kom.eng.kom | 0.6 | 0.006 |
| Tatoeba-test.eng-krl.eng.krl | 2.2 | 0.099 |
| Tatoeba-test.eng-ksh.eng.ksh | 0.9 | 0.120 |
| Tatoeba-test.eng-kum.eng.kum | 1.6 | 0.008 |
| Tatoeba-test.eng-kur.eng.kur | 4.3 | 0.164 |
| Tatoeba-test.eng-lad.eng.lad | 0.5 | 0.150 |
| Tatoeba-test.eng-lah.eng.lah | 0.2 | 0.001 |
| Tatoeba-test.eng-lao.eng.lao | 0.7 | 0.409 |
| Tatoeba-test.eng-lat.eng.lat | 7.3 | 0.352 |
| Tatoeba-test.eng-lav.eng.lav | 15.0 | 0.428 |
| Tatoeba-test.eng-ldn.eng.ldn | 0.5 | 0.073 |
| Tatoeba-test.eng-lfn.eng.lfn | 0.4 | 0.114 |
| Tatoeba-test.eng-lij.eng.lij | 0.7 | 0.121 |
| Tatoeba-test.eng-lin.eng.lin | 1.0 | 0.251 |
| Tatoeba-test.eng-lit.eng.lit | 12.4 | 0.430 |
| Tatoeba-test.eng-liv.eng.liv | 1.0 | 0.042 |
| Tatoeba-test.eng-lkt.eng.lkt | 0.5 | 0.059 |
| Tatoeba-test.eng-lld.eng.lld | 0.2 | 0.104 |
| Tatoeba-test.eng-lmo.eng.lmo | 2.7 | 0.150 |
| Tatoeba-test.eng-ltz.eng.ltz | 19.8 | 0.413 |
| Tatoeba-test.eng-lug.eng.lug | 24.0 | 0.600 |
| Tatoeba-test.eng-mad.eng.mad | 0.7 | 0.058 |
| Tatoeba-test.eng-mah.eng.mah | 8.9 | 0.323 |
| Tatoeba-test.eng-mai.eng.mai | 10.7 | 0.396 |
| Tatoeba-test.eng-mal.eng.mal | 6.9 | 0.400 |
| Tatoeba-test.eng-mar.eng.mar | 10.7 | 0.358 |
| Tatoeba-test.eng-mdf.eng.mdf | 1.7 | 0.007 |
| Tatoeba-test.eng-mfe.eng.mfe | 83.6 | 0.911 |
| Tatoeba-test.eng-mic.eng.mic | 1.5 | 0.096 |
| Tatoeba-test.eng-mkd.eng.mkd | 28.3 | 0.512 |
| Tatoeba-test.eng-mlg.eng.mlg | 26.7 | 0.416 |
| Tatoeba-test.eng-mlt.eng.mlt | 7.9 | 0.371 |
| Tatoeba-test.eng-mnw.eng.mnw | 0.7 | 0.003 |
| Tatoeba-test.eng-moh.eng.moh | 0.9 | 0.069 |
| Tatoeba-test.eng-mon.eng.mon | 6.8 | 0.288 |
| Tatoeba-test.eng-mri.eng.mri | 8.0 | 0.307 |
| Tatoeba-test.eng-msa.eng.msa | 22.7 | 0.476 |
| Tatoeba-test.eng.multi | 18.5 | 0.415 |
| Tatoeba-test.eng-mwl.eng.mwl | 2.5 | 0.132 |
| Tatoeba-test.eng-mya.eng.mya | 0.2 | 0.107 |
| Tatoeba-test.eng-myv.eng.myv | 0.5 | 0.013 |
| Tatoeba-test.eng-nau.eng.nau | 0.5 | 0.110 |
| Tatoeba-test.eng-nav.eng.nav | 2.7 | 0.145 |
| Tatoeba-test.eng-nds.eng.nds | 9.8 | 0.345 |
| Tatoeba-test.eng-nep.eng.nep | 0.3 | 0.003 |
| Tatoeba-test.eng-niu.eng.niu | 33.5 | 0.464 |
| Tatoeba-test.eng-nld.eng.nld | 33.0 | 0.560 |
| Tatoeba-test.eng-nog.eng.nog | 0.2 | 0.009 |
| Tatoeba-test.eng-non.eng.non | 0.5 | 0.096 |
| Tatoeba-test.eng-nov.eng.nov | 1.5 | 0.209 |
| Tatoeba-test.eng-nya.eng.nya | 9.7 | 0.446 |
| Tatoeba-test.eng-oci.eng.oci | 4.7 | 0.266 |
| Tatoeba-test.eng-ori.eng.ori | 3.4 | 0.235 |
| Tatoeba-test.eng-orv.eng.orv | 0.2 | 0.007 |
| Tatoeba-test.eng-oss.eng.oss | 2.9 | 0.220 |
| Tatoeba-test.eng-ota.eng.ota | 0.2 | 0.055 |
| Tatoeba-test.eng-pag.eng.pag | 21.5 | 0.499 |
| Tatoeba-test.eng-pan.eng.pan | 4.6 | 0.281 |
| Tatoeba-test.eng-pap.eng.pap | 46.5 | 0.623 |
| Tatoeba-test.eng-pau.eng.pau | 1.0 | 0.099 |
| Tatoeba-test.eng-pdc.eng.pdc | 2.7 | 0.156 |
| Tatoeba-test.eng-pms.eng.pms | 0.6 | 0.136 |
| Tatoeba-test.eng-pol.eng.pol | 18.5 | 0.457 |
| Tatoeba-test.eng-por.eng.por | 28.7 | 0.546 |
| Tatoeba-test.eng-ppl.eng.ppl | 0.4 | 0.100 |
| Tatoeba-test.eng-prg.eng.prg | 0.3 | 0.090 |
| Tatoeba-test.eng-pus.eng.pus | 0.7 | 0.127 |
| Tatoeba-test.eng-quc.eng.quc | 2.7 | 0.214 |
| Tatoeba-test.eng-qya.eng.qya | 0.4 | 0.092 |
| Tatoeba-test.eng-rap.eng.rap | 2.2 | 0.054 |
| Tatoeba-test.eng-rif.eng.rif | 1.3 | 0.110 |
| Tatoeba-test.eng-roh.eng.roh | 1.9 | 0.219 |
| Tatoeba-test.eng-rom.eng.rom | 9.2 | 0.338 |
| Tatoeba-test.eng-ron.eng.ron | 23.4 | 0.495 |
| Tatoeba-test.eng-rue.eng.rue | 0.1 | 0.010 |
| Tatoeba-test.eng-run.eng.run | 8.3 | 0.399 |
| Tatoeba-test.eng-rus.eng.rus | 19.2 | 0.431 |
| Tatoeba-test.eng-sag.eng.sag | 4.7 | 0.160 |
| Tatoeba-test.eng-sah.eng.sah | 0.3 | 0.006 |
| Tatoeba-test.eng-san.eng.san | 2.1 | 0.130 |
| Tatoeba-test.eng-scn.eng.scn | 0.6 | 0.064 |
| Tatoeba-test.eng-sco.eng.sco | 30.3 | 0.526 |
| Tatoeba-test.eng-sgs.eng.sgs | 2.7 | 0.107 |
| Tatoeba-test.eng-shs.eng.shs | 1.0 | 0.058 |
| Tatoeba-test.eng-shy.eng.shy | 0.3 | 0.045 |
| Tatoeba-test.eng-sin.eng.sin | 3.8 | 0.296 |
| Tatoeba-test.eng-sjn.eng.sjn | 0.4 | 0.083 |
| Tatoeba-test.eng-slv.eng.slv | 10.6 | 0.297 |
| Tatoeba-test.eng-sma.eng.sma | 0.5 | 0.063 |
| Tatoeba-test.eng-sme.eng.sme | 12.2 | 0.259 |
| Tatoeba-test.eng-smo.eng.smo | 24.6 | 0.453 |
| Tatoeba-test.eng-sna.eng.sna | 19.3 | 0.492 |
| Tatoeba-test.eng-snd.eng.snd | 2.4 | 0.166 |
| Tatoeba-test.eng-som.eng.som | 16.0 | 0.192 |
| Tatoeba-test.eng-spa.eng.spa | 33.3 | 0.576 |
| Tatoeba-test.eng-sqi.eng.sqi | 27.9 | 0.538 |
| Tatoeba-test.eng-stq.eng.stq | 5.9 | 0.316 |
| Tatoeba-test.eng-sun.eng.sun | 38.0 | 0.441 |
| Tatoeba-test.eng-swe.eng.swe | 38.6 | 0.580 |
| Tatoeba-test.eng-swg.eng.swg | 0.6 | 0.127 |
| Tatoeba-test.eng-tah.eng.tah | 5.5 | 0.276 |
| Tatoeba-test.eng-tam.eng.tam | 5.1 | 0.371 |
| Tatoeba-test.eng-tat.eng.tat | 8.2 | 0.298 |
| Tatoeba-test.eng-tel.eng.tel | 4.2 | 0.306 |
| Tatoeba-test.eng-tet.eng.tet | 0.6 | 0.096 |
| Tatoeba-test.eng-tgk.eng.tgk | 9.1 | 0.311 |
| Tatoeba-test.eng-tha.eng.tha | 2.2 | 0.428 |
| Tatoeba-test.eng-tir.eng.tir | 1.5 | 0.186 |
| Tatoeba-test.eng-tlh.eng.tlh | 0.0 | 0.035 |
| Tatoeba-test.eng-tly.eng.tly | 0.4 | 0.067 |
| Tatoeba-test.eng-toi.eng.toi | 7.0 | 0.229 |
| Tatoeba-test.eng-ton.eng.ton | 32.7 | 0.611 |
| Tatoeba-test.eng-tpw.eng.tpw | 1.0 | 0.127 |
| Tatoeba-test.eng-tso.eng.tso | 10.4 | 0.483 |
| Tatoeba-test.eng-tuk.eng.tuk | 8.0 | 0.360 |
| Tatoeba-test.eng-tur.eng.tur | 19.9 | 0.494 |
| Tatoeba-test.eng-tvl.eng.tvl | 31.5 | 0.510 |
| Tatoeba-test.eng-tyv.eng.tyv | 19.8 | 0.327 |
| Tatoeba-test.eng-tzl.eng.tzl | 0.4 | 0.109 |
| Tatoeba-test.eng-udm.eng.udm | 8.2 | 0.192 |
| Tatoeba-test.eng-uig.eng.uig | 1.8 | 0.246 |
| Tatoeba-test.eng-ukr.eng.ukr | 20.7 | 0.438 |
| Tatoeba-test.eng-umb.eng.umb | 6.1 | 0.298 |
| Tatoeba-test.eng-urd.eng.urd | 6.9 | 0.312 |
| Tatoeba-test.eng-uzb.eng.uzb | 3.8 | 0.298 |
| Tatoeba-test.eng-vec.eng.vec | 0.6 | 0.085 |
| Tatoeba-test.eng-vie.eng.vie | 20.8 | 0.392 |
| Tatoeba-test.eng-vol.eng.vol | 0.2 | 0.078 |
| Tatoeba-test.eng-war.eng.war | 11.0 | 0.403 |
| Tatoeba-test.eng-wln.eng.wln | 4.6 | 0.185 |
| Tatoeba-test.eng-wol.eng.wol | 7.1 | 0.214 |
| Tatoeba-test.eng-xal.eng.xal | 0.1 | 0.007 |
| Tatoeba-test.eng-xho.eng.xho | 18.6 | 0.555 |
| Tatoeba-test.eng-yid.eng.yid | 2.7 | 0.218 |
| Tatoeba-test.eng-yor.eng.yor | 10.2 | 0.230 |
| Tatoeba-test.eng-zho.eng.zho | 20.9 | 0.186 |
| Tatoeba-test.eng-zul.eng.zul | 32.1 | 0.666 |
| Tatoeba-test.eng-zza.eng.zza | 0.5 | 0.077 |
- dataset: opus
- model: transformer
- source language(s): eng
- target language(s): abk acm ady afb afh_Latn afr akl_Latn aln amh ang_Latn apc ara arg arq ary arz asm ast avk_Latn awa aze_Latn bak bam_Latn bel bel_Latn ben bho bod bos_Latn bre brx brx_Latn bul bul_Latn cat ceb ces cha che chr chv cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant cor cos crh crh_Latn csb_Latn cym dan deu dsb dtp dws_Latn egl ell enm_Latn epo est eus ewe ext fao fij fin fkv_Latn fra frm_Latn frr fry fuc fuv gan gcf_Latn gil gla gle glg glv gom gos got_Goth grc_Grek grn gsw guj hat hau_Latn haw heb hif_Latn hil hin hnj_Latn hoc hoc_Latn hrv hsb hun hye iba ibo ido ido_Latn ike_Latn ile_Latn ilo ina_Latn ind isl ita izh jav jav_Java jbo jbo_Cyrl jbo_Latn jdt_Cyrl jpn kab kal kan kat kaz_Cyrl kaz_Latn kek_Latn kha khm khm_Latn kin kir_Cyrl kjh kpv krl ksh kum kur_Arab kur_Latn lad lad_Latn lao lat_Latn lav ldn_Latn lfn_Cyrl lfn_Latn lij lin lit liv_Latn lkt lld_Latn lmo ltg ltz lug lzh lzh_Hans mad mah mai mal mar max_Latn mdf mfe mhr mic min mkd mlg mlt mnw moh mon mri mwl mww mya myv nan nau nav nds niu nld nno nob nob_Hebr nog non_Latn nov_Latn npi nya oci ori orv_Cyrl oss ota_Arab ota_Latn pag pan_Guru pap pau pdc pes pes_Latn pes_Thaa pms pnb pol por ppl_Latn prg_Latn pus quc qya qya_Latn rap rif_Latn roh rom ron rue run rus sag sah san_Deva scn sco sgs shs_Latn shy_Latn sin sjn_Latn slv sma sme smo sna snd_Arab som spa sqi srp_Cyrl srp_Latn stq sun swe swg swh tah tam tat tat_Arab tat_Latn tel tet tgk_Cyrl tha tir tlh_Latn tly_Latn tmw_Latn toi_Latn ton tpw_Latn tso tuk tuk_Latn tur tvl tyv tzl tzl_Latn udm uig_Arab uig_Cyrl ukr umb urd uzb_Cyrl uzb_Latn vec vie vie_Hani vol_Latn vro war wln wol wuu xal xho yid yor yue yue_Hans yue_Hant zho zho_Hans zho_Hant zlm_Latn zsm_Latn zul zza
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- a sentence initial language token is required in the form of
>>id<<(id = valid target language ID) - download: opus-2020-07-20.zip
- test set translations: opus-2020-07-20.test.txt
- test set scores: opus-2020-07-20.eval.txt
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.eng-abk.eng.abk | 1.2 | 0.244 |
| Tatoeba-test.eng-ady.eng.ady | 1.1 | 0.007 |
| Tatoeba-test.eng-afh.eng.afh | 0.2 | 0.028 |
| Tatoeba-test.eng-afr.eng.afr | 45.9 | 0.648 |
| Tatoeba-test.eng-akl.eng.akl | 1.1 | 0.069 |
| Tatoeba-test.eng-amh.eng.amh | 9.0 | 0.458 |
| Tatoeba-test.eng-ang.eng.ang | 5.5 | 0.141 |
| Tatoeba-test.eng-ara.eng.ara | 5.5 | 0.306 |
| Tatoeba-test.eng-arg.eng.arg | 1.5 | 0.112 |
| Tatoeba-test.eng-asm.eng.asm | 2.1 | 0.233 |
| Tatoeba-test.eng-ast.eng.ast | 12.7 | 0.378 |
| Tatoeba-test.eng-avk.eng.avk | 0.1 | 0.088 |
| Tatoeba-test.eng-awa.eng.awa | 0.1 | 0.002 |
| Tatoeba-test.eng-aze.eng.aze | 17.7 | 0.476 |
| Tatoeba-test.eng-bak.eng.bak | 6.7 | 0.381 |
| Tatoeba-test.eng-bam.eng.bam | 8.3 | 0.037 |
| Tatoeba-test.eng-bel.eng.bel | 12.4 | 0.382 |
| Tatoeba-test.eng-ben.eng.ben | 8.8 | 0.365 |
| Tatoeba-test.eng-bho.eng.bho | 0.1 | 0.003 |
| Tatoeba-test.eng-bod.eng.bod | 0.0 | 0.145 |
| Tatoeba-test.eng-bre.eng.bre | 6.2 | 0.260 |
| Tatoeba-test.eng-brx.eng.brx | 0.6 | 0.056 |
| Tatoeba-test.eng-bul.eng.bul | 30.9 | 0.528 |
| Tatoeba-test.eng-cat.eng.cat | 34.6 | 0.578 |
| Tatoeba-test.eng-ceb.eng.ceb | 9.5 | 0.395 |
| Tatoeba-test.eng-ces.eng.ces | 21.6 | 0.452 |
| Tatoeba-test.eng-cha.eng.cha | 4.0 | 0.224 |
| Tatoeba-test.eng-che.eng.che | 0.6 | 0.012 |
| Tatoeba-test.eng-chm.eng.chm | 2.3 | 0.214 |
| Tatoeba-test.eng-chr.eng.chr | 1.9 | 0.151 |
| Tatoeba-test.eng-chv.eng.chv | 6.2 | 0.352 |
| Tatoeba-test.eng-cor.eng.cor | 0.6 | 0.084 |
| Tatoeba-test.eng-cos.eng.cos | 3.2 | 0.146 |
| Tatoeba-test.eng-crh.eng.crh | 9.6 | 0.327 |
| Tatoeba-test.eng-csb.eng.csb | 3.0 | 0.217 |
| Tatoeba-test.eng-cym.eng.cym | 16.0 | 0.396 |
| Tatoeba-test.eng-dan.eng.dan | 40.2 | 0.605 |
| Tatoeba-test.eng-deu.eng.deu | 23.2 | 0.487 |
| Tatoeba-test.eng-dsb.eng.dsb | 0.6 | 0.115 |
| Tatoeba-test.eng-dtp.eng.dtp | 0.3 | 0.079 |
| Tatoeba-test.eng-dws.eng.dws | 0.8 | 0.078 |
| Tatoeba-test.eng-egl.eng.egl | 0.3 | 0.082 |
| Tatoeba-test.eng-ell.eng.ell | 26.3 | 0.514 |
| Tatoeba-test.eng-enm.eng.enm | 1.9 | 0.220 |
| Tatoeba-test.eng-epo.eng.epo | 31.5 | 0.552 |
| Tatoeba-test.eng-est.eng.est | 27.6 | 0.517 |
| Tatoeba-test.eng-eus.eng.eus | 16.8 | 0.455 |
| Tatoeba-test.eng-ewe.eng.ewe | 6.1 | 0.260 |
| Tatoeba-test.eng-ext.eng.ext | 2.3 | 0.172 |
| Tatoeba-test.eng-fao.eng.fao | 6.0 | 0.280 |
| Tatoeba-test.eng-fas.eng.fas | 6.7 | 0.258 |
| Tatoeba-test.eng-fij.eng.fij | 29.4 | 0.363 |
| Tatoeba-test.eng-fin.eng.fin | 17.0 | 0.440 |
| Tatoeba-test.eng-fkv.eng.fkv | 0.6 | 0.129 |
| Tatoeba-test.eng-fra.eng.fra | 29.7 | 0.531 |
| Tatoeba-test.eng-frm.eng.frm | 0.3 | 0.105 |
| Tatoeba-test.eng-frr.eng.frr | 7.6 | 0.062 |
| Tatoeba-test.eng-fry.eng.fry | 15.3 | 0.392 |
| Tatoeba-test.eng-ful.eng.ful | 0.3 | 0.057 |
| Tatoeba-test.eng-gcf.eng.gcf | 0.2 | 0.078 |
| Tatoeba-test.eng-gil.eng.gil | 46.3 | 0.672 |
| Tatoeba-test.eng-gla.eng.gla | 10.0 | 0.336 |
| Tatoeba-test.eng-gle.eng.gle | 24.3 | 0.467 |
| Tatoeba-test.eng-glg.eng.glg | 30.7 | 0.552 |
| Tatoeba-test.eng-glv.eng.glv | 21.5 | 0.372 |
| Tatoeba-test.eng-gos.eng.gos | 0.3 | 0.115 |
| Tatoeba-test.eng-got.eng.got | 0.2 | 0.009 |
| Tatoeba-test.eng-grc.eng.grc | 0.0 | 0.004 |
| Tatoeba-test.eng-grn.eng.grn | 1.6 | 0.139 |
| Tatoeba-test.eng-gsw.eng.gsw | 0.4 | 0.099 |
| Tatoeba-test.eng-guj.eng.guj | 15.1 | 0.344 |
| Tatoeba-test.eng-hat.eng.hat | 31.8 | 0.520 |
| Tatoeba-test.eng-hau.eng.hau | 5.7 | 0.360 |
| Tatoeba-test.eng-haw.eng.haw | 0.3 | 0.071 |
| Tatoeba-test.eng-hbs.eng.hbs | 26.8 | 0.513 |
| Tatoeba-test.eng-heb.eng.heb | 19.5 | 0.422 |
| Tatoeba-test.eng-hif.eng.hif | 0.7 | 0.205 |
| Tatoeba-test.eng-hil.eng.hil | 11.4 | 0.453 |
| Tatoeba-test.eng-hin.eng.hin | 11.8 | 0.381 |
| Tatoeba-test.eng-hmn.eng.hmn | 0.1 | 0.068 |
| Tatoeba-test.eng-hoc.eng.hoc | 0.1 | 0.073 |
| Tatoeba-test.eng-hsb.eng.hsb | 4.6 | 0.303 |
| Tatoeba-test.eng-hun.eng.hun | 15.1 | 0.406 |
| Tatoeba-test.eng-hye.eng.hye | 12.9 | 0.356 |
| Tatoeba-test.eng-iba.eng.iba | 15.3 | 0.418 |
| Tatoeba-test.eng-ibo.eng.ibo | 2.2 | 0.231 |
| Tatoeba-test.eng-ido.eng.ido | 10.0 | 0.385 |
| Tatoeba-test.eng-iku.eng.iku | 2.2 | 0.085 |
| Tatoeba-test.eng-ile.eng.ile | 4.1 | 0.273 |
| Tatoeba-test.eng-ilo.eng.ilo | 25.8 | 0.510 |
| Tatoeba-test.eng-ina.eng.ina | 20.6 | 0.486 |
| Tatoeba-test.eng-isl.eng.isl | 11.3 | 0.360 |
| Tatoeba-test.eng-ita.eng.ita | 32.4 | 0.577 |
| Tatoeba-test.eng-izh.eng.izh | 1.7 | 0.039 |
| Tatoeba-test.eng-jav.eng.jav | 8.0 | 0.320 |
| Tatoeba-test.eng-jbo.eng.jbo | 0.2 | 0.126 |
| Tatoeba-test.eng-jdt.eng.jdt | 5.3 | 0.008 |
| Tatoeba-test.eng-jpn.eng.jpn | 0.0 | 0.001 |
| Tatoeba-test.eng-kab.eng.kab | 4.6 | 0.249 |
| Tatoeba-test.eng-kal.eng.kal | 11.1 | 0.351 |
| Tatoeba-test.eng-kan.eng.kan | 4.2 | 0.337 |
| Tatoeba-test.eng-kat.eng.kat | 1.4 | 0.116 |
| Tatoeba-test.eng-kaz.eng.kaz | 9.5 | 0.326 |
| Tatoeba-test.eng-kek.eng.kek | 3.8 | 0.204 |
| Tatoeba-test.eng-kha.eng.kha | 0.4 | 0.089 |
| Tatoeba-test.eng-khm.eng.khm | 0.4 | 0.237 |
| Tatoeba-test.eng-kin.eng.kin | 10.2 | 0.398 |
| Tatoeba-test.eng-kir.eng.kir | 13.5 | 0.378 |
| Tatoeba-test.eng-kjh.eng.kjh | 0.8 | 0.009 |
| Tatoeba-test.eng-kok.eng.kok | 0.6 | 0.000 |
| Tatoeba-test.eng-kom.eng.kom | 0.6 | 0.008 |
| Tatoeba-test.eng-krl.eng.krl | 1.3 | 0.080 |
| Tatoeba-test.eng-ksh.eng.ksh | 0.4 | 0.109 |
| Tatoeba-test.eng-kum.eng.kum | 1.1 | 0.008 |
| Tatoeba-test.eng-kur.eng.kur | 7.2 | 0.165 |
| Tatoeba-test.eng-lad.eng.lad | 0.4 | 0.138 |
| Tatoeba-test.eng-lah.eng.lah | 0.1 | 0.000 |
| Tatoeba-test.eng-lao.eng.lao | 0.7 | 0.432 |
| Tatoeba-test.eng-lat.eng.lat | 7.6 | 0.357 |
| Tatoeba-test.eng-lav.eng.lav | 17.8 | 0.452 |
| Tatoeba-test.eng-ldn.eng.ldn | 0.4 | 0.065 |
| Tatoeba-test.eng-lfn.eng.lfn | 0.4 | 0.109 |
| Tatoeba-test.eng-lij.eng.lij | 0.6 | 0.120 |
| Tatoeba-test.eng-lin.eng.lin | 1.2 | 0.259 |
| Tatoeba-test.eng-lit.eng.lit | 14.4 | 0.457 |
| Tatoeba-test.eng-liv.eng.liv | 0.6 | 0.036 |
| Tatoeba-test.eng-lkt.eng.lkt | 0.5 | 0.051 |
| Tatoeba-test.eng-lld.eng.lld | 0.3 | 0.138 |
| Tatoeba-test.eng-lmo.eng.lmo | 2.4 | 0.135 |
| Tatoeba-test.eng-ltz.eng.ltz | 17.8 | 0.398 |
| Tatoeba-test.eng-lug.eng.lug | 21.7 | 0.570 |
| Tatoeba-test.eng-mad.eng.mad | 0.7 | 0.050 |
| Tatoeba-test.eng-mah.eng.mah | 9.4 | 0.345 |
| Tatoeba-test.eng-mai.eng.mai | 10.7 | 0.396 |
| Tatoeba-test.eng-mal.eng.mal | 7.2 | 0.413 |
| Tatoeba-test.eng-mar.eng.mar | 11.7 | 0.380 |
| Tatoeba-test.eng-mdf.eng.mdf | 0.3 | 0.004 |
| Tatoeba-test.eng-mfe.eng.mfe | 83.6 | 0.911 |
| Tatoeba-test.eng-mic.eng.mic | 3.2 | 0.181 |
| Tatoeba-test.eng-mkd.eng.mkd | 29.6 | 0.525 |
| Tatoeba-test.eng-mlg.eng.mlg | 27.3 | 0.433 |
| Tatoeba-test.eng-mlt.eng.mlt | 9.3 | 0.395 |
| Tatoeba-test.eng-mnw.eng.mnw | 1.5 | 0.003 |
| Tatoeba-test.eng-moh.eng.moh | 0.6 | 0.060 |
| Tatoeba-test.eng-mon.eng.mon | 8.4 | 0.307 |
| Tatoeba-test.eng-mri.eng.mri | 8.7 | 0.316 |
| Tatoeba-test.eng-msa.eng.msa | 22.5 | 0.484 |
| Tatoeba-test.eng.multi | 19.5 | 0.430 |
| Tatoeba-test.eng-mwl.eng.mwl | 0.5 | 0.087 |
| Tatoeba-test.eng-mya.eng.mya | 0.1 | 0.111 |
| Tatoeba-test.eng-myv.eng.myv | 0.4 | 0.010 |
| Tatoeba-test.eng-nau.eng.nau | 0.6 | 0.130 |
| Tatoeba-test.eng-nav.eng.nav | 2.3 | 0.157 |
| Tatoeba-test.eng-nds.eng.nds | 10.2 | 0.348 |
| Tatoeba-test.eng-nep.eng.nep | 0.2 | 0.003 |
| Tatoeba-test.eng-niu.eng.niu | 31.9 | 0.470 |
| Tatoeba-test.eng-nld.eng.nld | 35.1 | 0.578 |
| Tatoeba-test.eng-nog.eng.nog | 0.2 | 0.009 |
| Tatoeba-test.eng-non.eng.non | 0.2 | 0.085 |
| Tatoeba-test.eng-nor.eng.nor | 33.7 | 0.559 |
| Tatoeba-test.eng-nov.eng.nov | 1.4 | 0.205 |
| Tatoeba-test.eng-nya.eng.nya | 8.8 | 0.490 |
| Tatoeba-test.eng-oci.eng.oci | 5.1 | 0.269 |
| Tatoeba-test.eng-ori.eng.ori | 4.0 | 0.256 |
| Tatoeba-test.eng-orv.eng.orv | 0.2 | 0.007 |
| Tatoeba-test.eng-oss.eng.oss | 3.3 | 0.220 |
| Tatoeba-test.eng-ota.eng.ota | 0.1 | 0.052 |
| Tatoeba-test.eng-pag.eng.pag | 20.3 | 0.492 |
| Tatoeba-test.eng-pan.eng.pan | 5.9 | 0.289 |
| Tatoeba-test.eng-pap.eng.pap | 46.4 | 0.628 |
| Tatoeba-test.eng-pau.eng.pau | 0.8 | 0.096 |
| Tatoeba-test.eng-pdc.eng.pdc | 2.4 | 0.149 |
| Tatoeba-test.eng-pms.eng.pms | 0.5 | 0.110 |
| Tatoeba-test.eng-pol.eng.pol | 20.5 | 0.478 |
| Tatoeba-test.eng-por.eng.por | 30.0 | 0.558 |
| Tatoeba-test.eng-ppl.eng.ppl | 0.6 | 0.091 |
| Tatoeba-test.eng-prg.eng.prg | 0.2 | 0.082 |
| Tatoeba-test.eng-pus.eng.pus | 1.3 | 0.144 |
| Tatoeba-test.eng-quc.eng.quc | 2.4 | 0.218 |
| Tatoeba-test.eng-qya.eng.qya | 0.4 | 0.087 |
| Tatoeba-test.eng-rap.eng.rap | 1.8 | 0.046 |
| Tatoeba-test.eng-rif.eng.rif | 1.4 | 0.111 |
| Tatoeba-test.eng-roh.eng.roh | 1.5 | 0.226 |
| Tatoeba-test.eng-rom.eng.rom | 8.7 | 0.340 |
| Tatoeba-test.eng-ron.eng.ron | 24.9 | 0.512 |
| Tatoeba-test.eng-rue.eng.rue | 0.1 | 0.008 |
| Tatoeba-test.eng-run.eng.run | 8.8 | 0.415 |
| Tatoeba-test.eng-rus.eng.rus | 21.1 | 0.449 |
| Tatoeba-test.eng-sag.eng.sag | 5.0 | 0.158 |
| Tatoeba-test.eng-sah.eng.sah | 0.2 | 0.006 |
| Tatoeba-test.eng-san.eng.san | 2.2 | 0.136 |
| Tatoeba-test.eng-scn.eng.scn | 0.4 | 0.047 |
| Tatoeba-test.eng-sco.eng.sco | 29.6 | 0.545 |
| Tatoeba-test.eng-sgs.eng.sgs | 2.6 | 0.103 |
| Tatoeba-test.eng-shs.eng.shs | 0.9 | 0.054 |
| Tatoeba-test.eng-shy.eng.shy | 0.3 | 0.063 |
| Tatoeba-test.eng-sin.eng.sin | 10.0 | 0.310 |
| Tatoeba-test.eng-sjn.eng.sjn | 0.3 | 0.072 |
| Tatoeba-test.eng-slv.eng.slv | 11.5 | 0.303 |
| Tatoeba-test.eng-sma.eng.sma | 0.6 | 0.065 |
| Tatoeba-test.eng-sme.eng.sme | 13.1 | 0.281 |
| Tatoeba-test.eng-smo.eng.smo | 21.9 | 0.443 |
| Tatoeba-test.eng-sna.eng.sna | 27.2 | 0.533 |
| Tatoeba-test.eng-snd.eng.snd | 5.7 | 0.337 |
| Tatoeba-test.eng-som.eng.som | 0.0 | 0.296 |
| Tatoeba-test.eng-spa.eng.spa | 35.5 | 0.591 |
| Tatoeba-test.eng-sqi.eng.sqi | 30.3 | 0.557 |
| Tatoeba-test.eng-stq.eng.stq | 6.5 | 0.331 |
| Tatoeba-test.eng-sun.eng.sun | 44.5 | 0.458 |
| Tatoeba-test.eng-swa.eng.swa | 1.0 | 0.105 |
| Tatoeba-test.eng-swe.eng.swe | 41.0 | 0.598 |
| Tatoeba-test.eng-swg.eng.swg | 0.5 | 0.117 |
| Tatoeba-test.eng-tah.eng.tah | 11.8 | 0.297 |
| Tatoeba-test.eng-tam.eng.tam | 4.7 | 0.391 |
| Tatoeba-test.eng-tat.eng.tat | 9.1 | 0.313 |
| Tatoeba-test.eng-tel.eng.tel | 5.4 | 0.323 |
| Tatoeba-test.eng-tet.eng.tet | 0.6 | 0.093 |
| Tatoeba-test.eng-tgk.eng.tgk | 8.2 | 0.319 |
| Tatoeba-test.eng-tha.eng.tha | 2.0 | 0.445 |
| Tatoeba-test.eng-tir.eng.tir | 1.5 | 0.190 |
| Tatoeba-test.eng-tlh.eng.tlh | 0.0 | 0.077 |
| Tatoeba-test.eng-tly.eng.tly | 0.2 | 0.049 |
| Tatoeba-test.eng-toi.eng.toi | 7.0 | 0.223 |
| Tatoeba-test.eng-ton.eng.ton | 31.2 | 0.590 |
| Tatoeba-test.eng-tpw.eng.tpw | 0.4 | 0.102 |
| Tatoeba-test.eng-tso.eng.tso | 10.4 | 0.468 |
| Tatoeba-test.eng-tuk.eng.tuk | 8.8 | 0.369 |
| Tatoeba-test.eng-tur.eng.tur | 21.9 | 0.519 |
| Tatoeba-test.eng-tvl.eng.tvl | 34.0 | 0.523 |
| Tatoeba-test.eng-tyv.eng.tyv | 18.7 | 0.381 |
| Tatoeba-test.eng-tzl.eng.tzl | 0.3 | 0.099 |
| Tatoeba-test.eng-udm.eng.udm | 8.7 | 0.249 |
| Tatoeba-test.eng-uig.eng.uig | 2.0 | 0.256 |
| Tatoeba-test.eng-ukr.eng.ukr | 22.6 | 0.459 |
| Tatoeba-test.eng-umb.eng.umb | 4.2 | 0.291 |
| Tatoeba-test.eng-urd.eng.urd | 8.0 | 0.327 |
| Tatoeba-test.eng-uzb.eng.uzb | 6.3 | 0.326 |
| Tatoeba-test.eng-vec.eng.vec | 1.0 | 0.086 |
| Tatoeba-test.eng-vie.eng.vie | 22.3 | 0.408 |
| Tatoeba-test.eng-vol.eng.vol | 0.2 | 0.069 |
| Tatoeba-test.eng-war.eng.war | 11.3 | 0.409 |
| Tatoeba-test.eng-wln.eng.wln | 7.1 | 0.199 |
| Tatoeba-test.eng-wol.eng.wol | 8.3 | 0.253 |
| Tatoeba-test.eng-xal.eng.xal | 0.0 | 0.006 |
| Tatoeba-test.eng-xho.eng.xho | 20.2 | 0.558 |
| Tatoeba-test.eng-yid.eng.yid | 3.0 | 0.237 |
| Tatoeba-test.eng-yor.eng.yor | 11.9 | 0.270 |
| Tatoeba-test.eng-zho.eng.zho | 21.8 | 0.192 |
| Tatoeba-test.eng-zul.eng.zul | 34.8 | 0.663 |
| Tatoeba-test.eng-zza.eng.zza | 0.4 | 0.067 |
- dataset: opus
- model: transformer
- source language(s): eng
- target language(s): abk acm ady afb afh_Latn afr akl_Latn aln amh ang_Latn apc ara arg arq ary arz asm ast avk_Latn awa aze_Latn bak bam_Latn bel bel_Latn ben bho bod bos_Latn bre brx brx_Latn bul bul_Latn cat ceb ces cha che chr chv cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant cor cos crh crh_Latn csb_Latn cym dan deu dsb dtp dws_Latn egl ell enm_Latn epo est eus ewe ext fao fij fin fkv_Latn fra frm_Latn frr fry fuc fuv gan gcf_Latn gil gla gle glg glv gom gos got_Goth grc_Grek grn gsw guj hat hau_Latn haw heb hif_Latn hil hin hnj_Latn hoc hoc_Latn hrv hsb hun hye iba ibo ido ido_Latn ike_Latn ile_Latn ilo ina_Latn ind isl ita izh jav jav_Java jbo jbo_Cyrl jbo_Latn jdt_Cyrl jpn kab kal kan kat kaz_Cyrl kaz_Latn kek_Latn kha khm khm_Latn kin kir_Cyrl kjh kpv krl ksh kum kur_Arab kur_Latn lad lad_Latn lao lat_Latn lav ldn_Latn lfn_Cyrl lfn_Latn lij lin lit liv_Latn lkt lld_Latn lmo ltg ltz lug lzh lzh_Hans mad mah mai mal mar max_Latn mdf mfe mhr mic min mkd mlg mlt mnw moh mon mri mwl mww mya myv nan nau nav nds niu nld nno nob nob_Hebr nog non_Latn nov_Latn npi nya oci ori orv_Cyrl oss ota_Arab ota_Latn pag pan_Guru pap pau pdc pes pes_Latn pes_Thaa pms pnb pol por ppl_Latn prg_Latn pus quc qya qya_Latn rap rif_Latn roh rom ron rue run rus sag sah san_Deva scn sco sgs shs_Latn shy_Latn sin sjn_Latn slv sma sme smo sna snd_Arab som spa sqi srp_Cyrl srp_Latn stq sun swe swg swh tah tam tat tat_Arab tat_Latn tel tet tgk_Cyrl tha tir tlh_Latn tly_Latn tmw_Latn toi_Latn ton tpw_Latn tso tuk tuk_Latn tur tvl tyv tzl tzl_Latn udm uig_Arab uig_Cyrl ukr umb urd uzb_Cyrl uzb_Latn vec vie vie_Hani vol_Latn vro war wln wol wuu xal xho yid yor yue yue_Hans yue_Hant zho zho_Hans zho_Hant zlm_Latn zsm_Latn zul zza
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- a sentence initial language token is required in the form of
>>id<<(id = valid target language ID) - download: opus-2020-07-27.zip
- test set translations: opus-2020-07-27.test.txt
- test set scores: opus-2020-07-27.eval.txt
| testset | BLEU | chr-F |
|---|---|---|
| newsdev2014-enghin.eng.hin | 4.5 | 0.281 |
| newsdev2015-enfi-engfin.eng.fin | 8.5 | 0.406 |
| newsdev2016-enro-engron.eng.ron | 16.7 | 0.482 |
| newsdev2016-entr-engtur.eng.tur | 7.9 | 0.392 |
| newsdev2017-enlv-englav.eng.lav | 12.3 | 0.434 |
| newsdev2017-enzh-engzho.eng.zho | 7.3 | 0.062 |
| newsdev2018-enet-engest.eng.est | 10.3 | 0.413 |
| newsdev2019-engu-engguj.eng.guj | 4.5 | 0.266 |
| newsdev2019-enlt-englit.eng.lit | 10.6 | 0.424 |
| newsdiscussdev2015-enfr-engfra.eng.fra | 22.0 | 0.514 |
| newsdiscusstest2015-enfr-engfra.eng.fra | 24.6 | 0.537 |
| newssyscomb2009-engces.eng.ces | 9.8 | 0.385 |
| newssyscomb2009-engdeu.eng.deu | 12.8 | 0.454 |
| newssyscomb2009-engfra.eng.fra | 20.7 | 0.518 |
| newssyscomb2009-enghun.eng.hun | 7.7 | 0.363 |
| newssyscomb2009-engita.eng.ita | 21.5 | 0.535 |
| newssyscomb2009-engspa.eng.spa | 23.7 | 0.529 |
| news-test2008-engces.eng.ces | 8.8 | 0.370 |
| news-test2008-engdeu.eng.deu | 13.5 | 0.445 |
| news-test2008-engfra.eng.fra | 19.1 | 0.494 |
| news-test2008-engspa.eng.spa | 22.4 | 0.515 |
| newstest2009-engces.eng.ces | 9.3 | 0.383 |
| newstest2009-engdeu.eng.deu | 13.0 | 0.449 |
| newstest2009-engfra.eng.fra | 20.0 | 0.509 |
| newstest2009-enghun.eng.hun | 8.0 | 0.360 |
| newstest2009-engita.eng.ita | 21.5 | 0.531 |
| newstest2009-engspa.eng.spa | 23.4 | 0.531 |
| newstest2010-engces.eng.ces | 9.7 | 0.384 |
| newstest2010-engdeu.eng.deu | 14.5 | 0.457 |
| newstest2010-engfra.eng.fra | 21.1 | 0.518 |
| newstest2010-engspa.eng.spa | 26.5 | 0.551 |
| newstest2011-engces.eng.ces | 10.3 | 0.384 |
| newstest2011-engdeu.eng.deu | 13.5 | 0.443 |
| newstest2011-engfra.eng.fra | 23.5 | 0.538 |
| newstest2011-engspa.eng.spa | 27.9 | 0.555 |
| newstest2012-engces.eng.ces | 9.4 | 0.368 |
| newstest2012-engdeu.eng.deu | 13.6 | 0.443 |
| newstest2012-engfra.eng.fra | 22.4 | 0.525 |
| newstest2012-engrus.eng.rus | 15.1 | 0.455 |
| newstest2012-engspa.eng.spa | 27.3 | 0.551 |
| newstest2013-engces.eng.ces | 10.2 | 0.384 |
| newstest2013-engdeu.eng.deu | 15.5 | 0.462 |
| newstest2013-engfra.eng.fra | 22.1 | 0.511 |
| newstest2013-engrus.eng.rus | 11.4 | 0.408 |
| newstest2013-engspa.eng.spa | 24.6 | 0.530 |
| newstest2014-hien-enghin.eng.hin | 6.7 | 0.301 |
| newstest2015-encs-engces.eng.ces | 10.0 | 0.384 |
| newstest2015-ende-engdeu.eng.deu | 17.9 | 0.484 |
| newstest2015-enfi-engfin.eng.fin | 9.3 | 0.410 |
| newstest2015-enru-engrus.eng.rus | 13.7 | 0.438 |
| newstest2016-encs-engces.eng.ces | 11.5 | 0.399 |
| newstest2016-ende-engdeu.eng.deu | 20.4 | 0.508 |
| newstest2016-enfi-engfin.eng.fin | 10.3 | 0.425 |
| newstest2016-enro-engron.eng.ron | 15.8 | 0.464 |
| newstest2016-enru-engrus.eng.rus | 12.6 | 0.426 |
| newstest2016-entr-engtur.eng.tur | 7.6 | 0.374 |
| newstest2017-encs-engces.eng.ces | 9.1 | 0.369 |
| newstest2017-ende-engdeu.eng.deu | 17.0 | 0.475 |
| newstest2017-enfi-engfin.eng.fin | 11.3 | 0.429 |
| newstest2017-enlv-englav.eng.lav | 9.3 | 0.405 |
| newstest2017-enru-engrus.eng.rus | 13.2 | 0.438 |
| newstest2017-entr-engtur.eng.tur | 7.5 | 0.368 |
| newstest2017-enzh-engzho.eng.zho | 7.2 | 0.075 |
| newstest2018-encs-engces.eng.ces | 9.2 | 0.373 |
| newstest2018-ende-engdeu.eng.deu | 22.9 | 0.528 |
| newstest2018-enet-engest.eng.est | 11.4 | 0.425 |
| newstest2018-enfi-engfin.eng.fin | 7.5 | 0.389 |
| newstest2018-enru-engrus.eng.rus | 11.5 | 0.427 |
| newstest2018-entr-engtur.eng.tur | 7.0 | 0.372 |
| newstest2018-enzh-engzho.eng.zho | 7.9 | 0.073 |
| newstest2019-encs-engces.eng.ces | 10.0 | 0.381 |
| newstest2019-ende-engdeu.eng.deu | 20.2 | 0.505 |
| newstest2019-enfi-engfin.eng.fin | 9.8 | 0.409 |
| newstest2019-engu-engguj.eng.guj | 4.8 | 0.277 |
| newstest2019-enlt-englit.eng.lit | 7.3 | 0.378 |
| newstest2019-enru-engrus.eng.rus | 12.2 | 0.408 |
| newstest2019-enzh-engzho.eng.zho | 5.9 | 0.100 |
| newstestB2016-enfi-engfin.eng.fin | 8.3 | 0.404 |
| newstestB2017-enfi-engfin.eng.fin | 9.1 | 0.405 |
| Tatoeba-test.eng-abk.eng.abk | 1.3 | 0.247 |
| Tatoeba-test.eng-ady.eng.ady | 0.2 | 0.003 |
| Tatoeba-test.eng-afh.eng.afh | 0.2 | 0.028 |
| Tatoeba-test.eng-afr.eng.afr | 46.5 | 0.655 |
| Tatoeba-test.eng-akl.eng.akl | 0.7 | 0.057 |
| Tatoeba-test.eng-amh.eng.amh | 9.1 | 0.450 |
| Tatoeba-test.eng-ang.eng.ang | 5.8 | 0.141 |
| Tatoeba-test.eng-ara.eng.ara | 5.9 | 0.314 |
| Tatoeba-test.eng-arg.eng.arg | 1.4 | 0.124 |
| Tatoeba-test.eng-asm.eng.asm | 2.0 | 0.234 |
| Tatoeba-test.eng-ast.eng.ast | 13.6 | 0.382 |
| Tatoeba-test.eng-avk.eng.avk | 0.1 | 0.059 |
| Tatoeba-test.eng-awa.eng.awa | 0.1 | 0.001 |
| Tatoeba-test.eng-aze.eng.aze | 18.7 | 0.489 |
| Tatoeba-test.eng-bak.eng.bak | 8.3 | 0.376 |
| Tatoeba-test.eng-bam.eng.bam | 8.3 | 0.037 |
| Tatoeba-test.eng-bel.eng.bel | 13.0 | 0.387 |
| Tatoeba-test.eng-ben.eng.ben | 9.6 | 0.372 |
| Tatoeba-test.eng-bho.eng.bho | 0.1 | 0.002 |
| Tatoeba-test.eng-bod.eng.bod | 0.0 | 0.150 |
| Tatoeba-test.eng-bre.eng.bre | 7.2 | 0.264 |
| Tatoeba-test.eng-brx.eng.brx | 0.3 | 0.050 |
| Tatoeba-test.eng-bul.eng.bul | 31.4 | 0.534 |
| Tatoeba-test.eng-cat.eng.cat | 35.2 | 0.582 |
| Tatoeba-test.eng-ceb.eng.ceb | 9.2 | 0.399 |
| Tatoeba-test.eng-ces.eng.ces | 22.8 | 0.463 |
| Tatoeba-test.eng-cha.eng.cha | 5.1 | 0.227 |
| Tatoeba-test.eng-che.eng.che | 0.2 | 0.011 |
| Tatoeba-test.eng-chm.eng.chm | 2.5 | 0.234 |
| Tatoeba-test.eng-chr.eng.chr | 3.7 | 0.156 |
| Tatoeba-test.eng-chv.eng.chv | 6.4 | 0.362 |
| Tatoeba-test.eng-cor.eng.cor | 0.7 | 0.088 |
| Tatoeba-test.eng-cos.eng.cos | 1.4 | 0.108 |
| Tatoeba-test.eng-crh.eng.crh | 5.9 | 0.318 |
| Tatoeba-test.eng-csb.eng.csb | 2.8 | 0.224 |
| Tatoeba-test.eng-cym.eng.cym | 16.5 | 0.401 |
| Tatoeba-test.eng-dan.eng.dan | 41.2 | 0.614 |
| Tatoeba-test.eng-deu.eng.deu | 23.8 | 0.494 |
| Tatoeba-test.eng-dsb.eng.dsb | 0.1 | 0.051 |
| Tatoeba-test.eng-dtp.eng.dtp | 0.1 | 0.056 |
| Tatoeba-test.eng-dws.eng.dws | 0.1 | 0.037 |
| Tatoeba-test.eng-egl.eng.egl | 0.1 | 0.054 |
| Tatoeba-test.eng-ell.eng.ell | 27.0 | 0.523 |
| Tatoeba-test.eng-enm.eng.enm | 0.4 | 0.119 |
| Tatoeba-test.eng-epo.eng.epo | 32.6 | 0.562 |
| Tatoeba-test.eng-est.eng.est | 29.1 | 0.530 |
| Tatoeba-test.eng-eus.eng.eus | 17.4 | 0.469 |
| Tatoeba-test.eng-ewe.eng.ewe | 6.5 | 0.259 |
| Tatoeba-test.eng-ext.eng.ext | 2.2 | 0.152 |
| Tatoeba-test.eng-fao.eng.fao | 5.7 | 0.280 |
| Tatoeba-test.eng-fas.eng.fas | 6.8 | 0.260 |
| Tatoeba-test.eng-fij.eng.fij | 29.6 | 0.357 |
| Tatoeba-test.eng-fin.eng.fin | 17.7 | 0.447 |
| Tatoeba-test.eng-fkv.eng.fkv | 0.3 | 0.103 |
| Tatoeba-test.eng-fra.eng.fra | 30.4 | 0.537 |
| Tatoeba-test.eng-frm.eng.frm | 0.1 | 0.089 |
| Tatoeba-test.eng-frr.eng.frr | 1.3 | 0.006 |
| Tatoeba-test.eng-fry.eng.fry | 16.1 | 0.383 |
| Tatoeba-test.eng-ful.eng.ful | 0.1 | 0.030 |
| Tatoeba-test.eng-gcf.eng.gcf | 0.0 | 0.034 |
| Tatoeba-test.eng-gil.eng.gil | 44.4 | 0.680 |
| Tatoeba-test.eng-gla.eng.gla | 10.2 | 0.339 |
| Tatoeba-test.eng-gle.eng.gle | 25.4 | 0.479 |
| Tatoeba-test.eng-glg.eng.glg | 31.6 | 0.559 |
| Tatoeba-test.eng-glv.eng.glv | 20.2 | 0.404 |
| Tatoeba-test.eng-gos.eng.gos | 0.1 | 0.079 |
| Tatoeba-test.eng-got.eng.got | 0.1 | 0.005 |
| Tatoeba-test.eng-grc.eng.grc | 0.0 | 0.003 |
| Tatoeba-test.eng-grn.eng.grn | 1.6 | 0.137 |
| Tatoeba-test.eng-gsw.eng.gsw | 0.2 | 0.064 |
| Tatoeba-test.eng-guj.eng.guj | 16.2 | 0.355 |
| Tatoeba-test.eng-hat.eng.hat | 33.1 | 0.545 |
| Tatoeba-test.eng-hau.eng.hau | 3.4 | 0.375 |
| Tatoeba-test.eng-haw.eng.haw | 0.1 | 0.043 |
| Tatoeba-test.eng-hbs.eng.hbs | 27.6 | 0.519 |
| Tatoeba-test.eng-heb.eng.heb | 20.4 | 0.433 |
| Tatoeba-test.eng-hif.eng.hif | 0.3 | 0.142 |
| Tatoeba-test.eng-hil.eng.hil | 12.7 | 0.452 |
| Tatoeba-test.eng-hin.eng.hin | 12.3 | 0.389 |
| Tatoeba-test.eng-hmn.eng.hmn | 0.1 | 0.039 |
| Tatoeba-test.eng-hoc.eng.hoc | 0.0 | 0.053 |
| Tatoeba-test.eng-hsb.eng.hsb | 5.0 | 0.292 |
| Tatoeba-test.eng-hun.eng.hun | 15.7 | 0.416 |
| Tatoeba-test.eng-hye.eng.hye | 13.1 | 0.359 |
| Tatoeba-test.eng-iba.eng.iba | 15.6 | 0.423 |
| Tatoeba-test.eng-ibo.eng.ibo | 2.2 | 0.225 |
| Tatoeba-test.eng-ido.eng.ido | 10.7 | 0.391 |
| Tatoeba-test.eng-iku.eng.iku | 1.1 | 0.055 |
| Tatoeba-test.eng-ile.eng.ile | 4.1 | 0.275 |
| Tatoeba-test.eng-ilo.eng.ilo | 25.9 | 0.511 |
| Tatoeba-test.eng-ina.eng.ina | 20.7 | 0.488 |
| Tatoeba-test.eng-isl.eng.isl | 11.4 | 0.367 |
| Tatoeba-test.eng-ita.eng.ita | 33.4 | 0.585 |
| Tatoeba-test.eng-izh.eng.izh | 0.2 | 0.041 |
| Tatoeba-test.eng-jav.eng.jav | 7.9 | 0.319 |
| Tatoeba-test.eng-jbo.eng.jbo | 0.2 | 0.127 |
| Tatoeba-test.eng-jdt.eng.jdt | 1.1 | 0.005 |
| Tatoeba-test.eng-jpn.eng.jpn | 0.0 | 0.000 |
| Tatoeba-test.eng-kab.eng.kab | 5.4 | 0.261 |
| Tatoeba-test.eng-kal.eng.kal | 10.1 | 0.334 |
| Tatoeba-test.eng-kan.eng.kan | 4.3 | 0.350 |
| Tatoeba-test.eng-kat.eng.kat | 1.5 | 0.120 |
| Tatoeba-test.eng-kaz.eng.kaz | 9.3 | 0.343 |
| Tatoeba-test.eng-kek.eng.kek | 4.0 | 0.206 |
| Tatoeba-test.eng-kha.eng.kha | 0.1 | 0.060 |
| Tatoeba-test.eng-khm.eng.khm | 0.4 | 0.242 |
| Tatoeba-test.eng-kin.eng.kin | 7.6 | 0.399 |
| Tatoeba-test.eng-kir.eng.kir | 12.6 | 0.375 |
| Tatoeba-test.eng-kjh.eng.kjh | 0.2 | 0.004 |
| Tatoeba-test.eng-kok.eng.kok | 0.5 | 0.000 |
| Tatoeba-test.eng-kom.eng.kom | 0.5 | 0.008 |
| Tatoeba-test.eng-krl.eng.krl | 0.8 | 0.062 |
| Tatoeba-test.eng-ksh.eng.ksh | 0.3 | 0.093 |
| Tatoeba-test.eng-kum.eng.kum | 0.3 | 0.004 |
| Tatoeba-test.eng-kur.eng.kur | 6.9 | 0.165 |
| Tatoeba-test.eng-lad.eng.lad | 0.2 | 0.096 |
| Tatoeba-test.eng-lah.eng.lah | 0.1 | 0.000 |
| Tatoeba-test.eng-lao.eng.lao | 0.6 | 0.423 |
| Tatoeba-test.eng-lat.eng.lat | 7.7 | 0.359 |
| Tatoeba-test.eng-lav.eng.lav | 18.5 | 0.462 |
| Tatoeba-test.eng-ldn.eng.ldn | 0.1 | 0.047 |
| Tatoeba-test.eng-lfn.eng.lfn | 0.5 | 0.112 |
| Tatoeba-test.eng-lij.eng.lij | 0.3 | 0.078 |
| Tatoeba-test.eng-lin.eng.lin | 1.1 | 0.259 |
| Tatoeba-test.eng-lit.eng.lit | 15.1 | 0.466 |
| Tatoeba-test.eng-liv.eng.liv | 0.1 | 0.021 |
| Tatoeba-test.eng-lkt.eng.lkt | 0.2 | 0.029 |
| Tatoeba-test.eng-lld.eng.lld | 0.1 | 0.051 |
| Tatoeba-test.eng-lmo.eng.lmo | 0.3 | 0.078 |
| Tatoeba-test.eng-ltz.eng.ltz | 19.8 | 0.415 |
| Tatoeba-test.eng-lug.eng.lug | 4.2 | 0.474 |
| Tatoeba-test.eng-mad.eng.mad | 0.4 | 0.035 |
| Tatoeba-test.eng-mah.eng.mah | 9.7 | 0.330 |
| Tatoeba-test.eng-mai.eng.mai | 10.7 | 0.396 |
| Tatoeba-test.eng-mal.eng.mal | 6.9 | 0.414 |
| Tatoeba-test.eng-mar.eng.mar | 12.3 | 0.389 |
| Tatoeba-test.eng-mdf.eng.mdf | 0.1 | 0.002 |
| Tatoeba-test.eng-mfe.eng.mfe | 83.6 | 0.911 |
| Tatoeba-test.eng-mic.eng.mic | 0.8 | 0.055 |
| Tatoeba-test.eng-mkd.eng.mkd | 30.3 | 0.531 |
| Tatoeba-test.eng-mlg.eng.mlg | 26.9 | 0.450 |
| Tatoeba-test.eng-mlt.eng.mlt | 10.8 | 0.412 |
| Tatoeba-test.eng-mnw.eng.mnw | 0.0 | 0.000 |
| Tatoeba-test.eng-moh.eng.moh | 0.3 | 0.047 |
| Tatoeba-test.eng-mon.eng.mon | 8.7 | 0.310 |
| Tatoeba-test.eng-mri.eng.mri | 8.4 | 0.316 |
| Tatoeba-test.eng-msa.eng.msa | 19.5 | 0.484 |
| Tatoeba-test.eng.multi | 19.1 | 0.434 |
| Tatoeba-test.eng-mwl.eng.mwl | 0.8 | 0.096 |
| Tatoeba-test.eng-mya.eng.mya | 0.1 | 0.108 |
| Tatoeba-test.eng-myv.eng.myv | 0.2 | 0.007 |
| Tatoeba-test.eng-nau.eng.nau | 0.4 | 0.087 |
| Tatoeba-test.eng-nav.eng.nav | 2.8 | 0.167 |
| Tatoeba-test.eng-nds.eng.nds | 10.1 | 0.353 |
| Tatoeba-test.eng-nep.eng.nep | 0.2 | 0.002 |
| Tatoeba-test.eng-niu.eng.niu | 36.3 | 0.501 |
| Tatoeba-test.eng-nld.eng.nld | 36.3 | 0.587 |
| Tatoeba-test.eng-nog.eng.nog | 0.1 | 0.002 |
| Tatoeba-test.eng-non.eng.non | 0.1 | 0.072 |
| Tatoeba-test.eng-nor.eng.nor | 35.1 | 0.567 |
| Tatoeba-test.eng-nov.eng.nov | 0.4 | 0.131 |
| Tatoeba-test.eng-nya.eng.nya | 9.2 | 0.488 |
| Tatoeba-test.eng-oci.eng.oci | 5.5 | 0.280 |
| Tatoeba-test.eng-ori.eng.ori | 6.6 | 0.270 |
| Tatoeba-test.eng-orv.eng.orv | 0.0 | 0.003 |
| Tatoeba-test.eng-oss.eng.oss | 3.4 | 0.228 |
| Tatoeba-test.eng-ota.eng.ota | 0.0 | 0.034 |
| Tatoeba-test.eng-pag.eng.pag | 19.8 | 0.467 |
| Tatoeba-test.eng-pan.eng.pan | 7.7 | 0.297 |
| Tatoeba-test.eng-pap.eng.pap | 46.7 | 0.635 |
| Tatoeba-test.eng-pau.eng.pau | 0.4 | 0.073 |
| Tatoeba-test.eng-pdc.eng.pdc | 0.9 | 0.072 |
| Tatoeba-test.eng-pms.eng.pms | 0.2 | 0.088 |
| Tatoeba-test.eng-pol.eng.pol | 21.4 | 0.487 |
| Tatoeba-test.eng-por.eng.por | 30.6 | 0.563 |
| Tatoeba-test.eng-ppl.eng.ppl | 0.3 | 0.073 |
| Tatoeba-test.eng-prg.eng.prg | 0.1 | 0.053 |
| Tatoeba-test.eng-pus.eng.pus | 0.7 | 0.138 |
| Tatoeba-test.eng-quc.eng.quc | 2.7 | 0.216 |
| Tatoeba-test.eng-qya.eng.qya | 0.2 | 0.065 |
| Tatoeba-test.eng-rap.eng.rap | 0.2 | 0.038 |
| Tatoeba-test.eng-rif.eng.rif | 0.3 | 0.051 |
| Tatoeba-test.eng-roh.eng.roh | 1.2 | 0.221 |
| Tatoeba-test.eng-rom.eng.rom | 8.0 | 0.333 |
| Tatoeba-test.eng-ron.eng.ron | 25.8 | 0.520 |
| Tatoeba-test.eng-rue.eng.rue | 0.1 | 0.005 |
| Tatoeba-test.eng-run.eng.run | 9.3 | 0.421 |
| Tatoeba-test.eng-rus.eng.rus | 21.5 | 0.455 |
| Tatoeba-test.eng-sag.eng.sag | 4.8 | 0.145 |
| Tatoeba-test.eng-sah.eng.sah | 0.1 | 0.003 |
| Tatoeba-test.eng-san.eng.san | 1.8 | 0.131 |
| Tatoeba-test.eng-scn.eng.scn | 0.4 | 0.047 |
| Tatoeba-test.eng-sco.eng.sco | 32.6 | 0.561 |
| Tatoeba-test.eng-sgs.eng.sgs | 0.7 | 0.070 |
| Tatoeba-test.eng-shs.eng.shs | 0.3 | 0.033 |
| Tatoeba-test.eng-shy.eng.shy | 0.3 | 0.060 |
| Tatoeba-test.eng-sin.eng.sin | 10.0 | 0.322 |
| Tatoeba-test.eng-sjn.eng.sjn | 0.1 | 0.040 |
| Tatoeba-test.eng-slv.eng.slv | 11.9 | 0.309 |
| Tatoeba-test.eng-sma.eng.sma | 0.1 | 0.035 |
| Tatoeba-test.eng-sme.eng.sme | 12.2 | 0.272 |
| Tatoeba-test.eng-smo.eng.smo | 15.3 | 0.413 |
| Tatoeba-test.eng-sna.eng.sna | 27.3 | 0.523 |
| Tatoeba-test.eng-snd.eng.snd | 6.0 | 0.349 |
| Tatoeba-test.eng-som.eng.som | 0.0 | 0.296 |
| Tatoeba-test.eng-spa.eng.spa | 36.0 | 0.596 |
| Tatoeba-test.eng-sqi.eng.sqi | 30.4 | 0.561 |
| Tatoeba-test.eng-stq.eng.stq | 2.1 | 0.297 |
| Tatoeba-test.eng-sun.eng.sun | 43.0 | 0.462 |
| Tatoeba-test.eng-swa.eng.swa | 0.4 | 0.076 |
| Tatoeba-test.eng-swe.eng.swe | 41.5 | 0.604 |
| Tatoeba-test.eng-swg.eng.swg | 0.3 | 0.096 |
| Tatoeba-test.eng-tah.eng.tah | 9.9 | 0.286 |
| Tatoeba-test.eng-tam.eng.tam | 5.6 | 0.399 |
| Tatoeba-test.eng-tat.eng.tat | 9.6 | 0.316 |
| Tatoeba-test.eng-tel.eng.tel | 5.7 | 0.322 |
| Tatoeba-test.eng-tet.eng.tet | 0.2 | 0.052 |
| Tatoeba-test.eng-tgk.eng.tgk | 9.5 | 0.324 |
| Tatoeba-test.eng-tha.eng.tha | 2.3 | 0.448 |
| Tatoeba-test.eng-tir.eng.tir | 1.4 | 0.184 |
| Tatoeba-test.eng-tlh.eng.tlh | 0.0 | 0.057 |
| Tatoeba-test.eng-tly.eng.tly | 0.1 | 0.045 |
| Tatoeba-test.eng-toi.eng.toi | 7.0 | 0.253 |
| Tatoeba-test.eng-ton.eng.ton | 31.0 | 0.578 |
| Tatoeba-test.eng-tpw.eng.tpw | 0.6 | 0.101 |
| Tatoeba-test.eng-tso.eng.tso | 10.4 | 0.468 |
| Tatoeba-test.eng-tuk.eng.tuk | 9.0 | 0.375 |
| Tatoeba-test.eng-tur.eng.tur | 22.9 | 0.530 |
| Tatoeba-test.eng-tvl.eng.tvl | 20.9 | 0.444 |
| Tatoeba-test.eng-tyv.eng.tyv | 20.9 | 0.369 |
| Tatoeba-test.eng-tzl.eng.tzl | 0.1 | 0.058 |
| Tatoeba-test.eng-udm.eng.udm | 8.3 | 0.276 |
| Tatoeba-test.eng-uig.eng.uig | 2.1 | 0.258 |
| Tatoeba-test.eng-ukr.eng.ukr | 23.5 | 0.470 |
| Tatoeba-test.eng-umb.eng.umb | 4.2 | 0.289 |
| Tatoeba-test.eng-urd.eng.urd | 8.1 | 0.336 |
| Tatoeba-test.eng-uzb.eng.uzb | 5.9 | 0.328 |
| Tatoeba-test.eng-vec.eng.vec | 0.4 | 0.072 |
| Tatoeba-test.eng-vie.eng.vie | 22.7 | 0.414 |
| Tatoeba-test.eng-vol.eng.vol | 0.3 | 0.083 |
| Tatoeba-test.eng-war.eng.war | 11.2 | 0.411 |
| Tatoeba-test.eng-wln.eng.wln | 7.2 | 0.198 |
| Tatoeba-test.eng-wol.eng.wol | 8.1 | 0.206 |
| Tatoeba-test.eng-xal.eng.xal | 0.0 | 0.003 |
| Tatoeba-test.eng-xho.eng.xho | 22.2 | 0.560 |
| Tatoeba-test.eng-yid.eng.yid | 3.9 | 0.244 |
| Tatoeba-test.eng-yor.eng.yor | 10.3 | 0.243 |
| Tatoeba-test.eng-zho.eng.zho | 22.1 | 0.194 |
| Tatoeba-test.eng-zul.eng.zul | 33.3 | 0.653 |
| Tatoeba-test.eng-zza.eng.zza | 0.1 | 0.045 |
- dataset: opus2m
- model: transformer
- source language(s): eng
- target language(s): abk acm ady afb afh_Latn afr akl_Latn aln amh ang_Latn apc ara arg arq ary arz asm ast avk_Latn awa aze_Latn bak bam_Latn bel bel_Latn ben bho bod bos_Latn bre brx brx_Latn bul bul_Latn cat ceb ces cha che chr chv cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant cor cos crh crh_Latn csb_Latn cym dan deu dsb dtp dws_Latn egl ell enm_Latn epo est eus ewe ext fao fij fin fkv_Latn fra frm_Latn frr fry fuc fuv gan gcf_Latn gil gla gle glg glv gom gos got_Goth grc_Grek grn gsw guj hat hau_Latn haw heb hif_Latn hil hin hnj_Latn hoc hoc_Latn hrv hsb hun hye iba ibo ido ido_Latn ike_Latn ile_Latn ilo ina_Latn ind isl ita izh jav jav_Java jbo jbo_Cyrl jbo_Latn jdt_Cyrl jpn kab kal kan kat kaz_Cyrl kaz_Latn kek_Latn kha khm khm_Latn kin kir_Cyrl kjh kpv krl ksh kum kur_Arab kur_Latn lad lad_Latn lao lat_Latn lav ldn_Latn lfn_Cyrl lfn_Latn lij lin lit liv_Latn lkt lld_Latn lmo ltg ltz lug lzh lzh_Hans mad mah mai mal mar max_Latn mdf mfe mhr mic min mkd mlg mlt mnw moh mon mri mwl mww mya myv nan nau nav nds niu nld nno nob nob_Hebr nog non_Latn nov_Latn npi nya oci ori orv_Cyrl oss ota_Arab ota_Latn pag pan_Guru pap pau pdc pes pes_Latn pes_Thaa pms pnb pol por ppl_Latn prg_Latn pus quc qya qya_Latn rap rif_Latn roh rom ron rue run rus sag sah san_Deva scn sco sgs shs_Latn shy_Latn sin sjn_Latn slv sma sme smo sna snd_Arab som spa sqi srp_Cyrl srp_Latn stq sun swe swg swh tah tam tat tat_Arab tat_Latn tel tet tgk_Cyrl tha tir tlh_Latn tly_Latn tmw_Latn toi_Latn ton tpw_Latn tso tuk tuk_Latn tur tvl tyv tzl tzl_Latn udm uig_Arab uig_Cyrl ukr umb urd uzb_Cyrl uzb_Latn vec vie vie_Hani vol_Latn vro war wln wol wuu xal xho yid yor yue yue_Hans yue_Hant zho zho_Hans zho_Hant zlm_Latn zsm_Latn zul zza
- model: transformer
- pre-processing: normalization + SentencePiece (spm32k,spm32k)
- a sentence initial language token is required in the form of
>>id<<(id = valid target language ID) - download: opus2m-2020-08-01.zip
- test set translations: opus2m-2020-08-01.test.txt
- test set scores: opus2m-2020-08-01.eval.txt
| testset | BLEU | chr-F |
|---|---|---|
| newsdev2014-enghin.eng.hin | 5.0 | 0.288 |
| newsdev2015-enfi-engfin.eng.fin | 9.3 | 0.418 |
| newsdev2016-enro-engron.eng.ron | 17.2 | 0.488 |
| newsdev2016-entr-engtur.eng.tur | 8.2 | 0.402 |
| newsdev2017-enlv-englav.eng.lav | 12.9 | 0.444 |
| newsdev2017-enzh-engzho.eng.zho | 17.6 | 0.170 |
| newsdev2018-enet-engest.eng.est | 10.9 | 0.423 |
| newsdev2019-engu-engguj.eng.guj | 5.2 | 0.284 |
| newsdev2019-enlt-englit.eng.lit | 11.0 | 0.431 |
| newsdiscussdev2015-enfr-engfra.eng.fra | 22.6 | 0.521 |
| newsdiscusstest2015-enfr-engfra.eng.fra | 25.9 | 0.546 |
| newssyscomb2009-engces.eng.ces | 10.3 | 0.394 |
| newssyscomb2009-engdeu.eng.deu | 13.3 | 0.459 |
| newssyscomb2009-engfra.eng.fra | 21.5 | 0.522 |
| newssyscomb2009-enghun.eng.hun | 8.1 | 0.371 |
| newssyscomb2009-engita.eng.ita | 22.1 | 0.540 |
| newssyscomb2009-engspa.eng.spa | 23.8 | 0.531 |
| news-test2008-engces.eng.ces | 9.0 | 0.376 |
| news-test2008-engdeu.eng.deu | 14.2 | 0.451 |
| news-test2008-engfra.eng.fra | 19.8 | 0.500 |
| news-test2008-engspa.eng.spa | 22.8 | 0.518 |
| newstest2009-engces.eng.ces | 9.8 | 0.392 |
| newstest2009-engdeu.eng.deu | 13.7 | 0.454 |
| newstest2009-engfra.eng.fra | 20.7 | 0.514 |
| newstest2009-enghun.eng.hun | 8.4 | 0.370 |
| newstest2009-engita.eng.ita | 22.4 | 0.538 |
| newstest2009-engspa.eng.spa | 23.5 | 0.532 |
| newstest2010-engces.eng.ces | 10.0 | 0.393 |
| newstest2010-engdeu.eng.deu | 15.2 | 0.463 |
| newstest2010-engfra.eng.fra | 22.0 | 0.524 |
| newstest2010-engspa.eng.spa | 27.2 | 0.556 |
| newstest2011-engces.eng.ces | 10.8 | 0.392 |
| newstest2011-engdeu.eng.deu | 14.2 | 0.449 |
| newstest2011-engfra.eng.fra | 24.3 | 0.544 |
| newstest2011-engspa.eng.spa | 28.3 | 0.559 |
| newstest2012-engces.eng.ces | 9.9 | 0.377 |
| newstest2012-engdeu.eng.deu | 14.3 | 0.449 |
| newstest2012-engfra.eng.fra | 23.2 | 0.530 |
| newstest2012-engrus.eng.rus | 16.0 | 0.463 |
| newstest2012-engspa.eng.spa | 27.8 | 0.555 |
| newstest2013-engces.eng.ces | 11.0 | 0.392 |
| newstest2013-engdeu.eng.deu | 16.4 | 0.469 |
| newstest2013-engfra.eng.fra | 22.6 | 0.515 |
| newstest2013-engrus.eng.rus | 12.1 | 0.414 |
| newstest2013-engspa.eng.spa | 24.9 | 0.532 |
| newstest2014-hien-enghin.eng.hin | 7.2 | 0.311 |
| newstest2015-encs-engces.eng.ces | 10.9 | 0.396 |
| newstest2015-ende-engdeu.eng.deu | 18.3 | 0.490 |
| newstest2015-enfi-engfin.eng.fin | 10.1 | 0.421 |
| newstest2015-enru-engrus.eng.rus | 14.5 | 0.445 |
| newstest2016-encs-engces.eng.ces | 12.2 | 0.408 |
| newstest2016-ende-engdeu.eng.deu | 21.4 | 0.517 |
| newstest2016-enfi-engfin.eng.fin | 11.2 | 0.435 |
| newstest2016-enro-engron.eng.ron | 16.6 | 0.472 |
| newstest2016-enru-engrus.eng.rus | 13.4 | 0.435 |
| newstest2016-entr-engtur.eng.tur | 8.1 | 0.385 |
| newstest2017-encs-engces.eng.ces | 9.6 | 0.377 |
| newstest2017-ende-engdeu.eng.deu | 17.9 | 0.482 |
| newstest2017-enfi-engfin.eng.fin | 11.8 | 0.440 |
| newstest2017-enlv-englav.eng.lav | 9.6 | 0.412 |
| newstest2017-enru-engrus.eng.rus | 14.1 | 0.446 |
| newstest2017-entr-engtur.eng.tur | 8.0 | 0.378 |
| newstest2017-enzh-engzho.eng.zho | 16.8 | 0.175 |
| newstest2018-encs-engces.eng.ces | 9.8 | 0.380 |
| newstest2018-ende-engdeu.eng.deu | 23.8 | 0.536 |
| newstest2018-enet-engest.eng.est | 11.8 | 0.433 |
| newstest2018-enfi-engfin.eng.fin | 7.8 | 0.398 |
| newstest2018-enru-engrus.eng.rus | 12.2 | 0.434 |
| newstest2018-entr-engtur.eng.tur | 7.5 | 0.383 |
| newstest2018-enzh-engzho.eng.zho | 18.3 | 0.179 |
| newstest2019-encs-engces.eng.ces | 10.7 | 0.389 |
| newstest2019-ende-engdeu.eng.deu | 21.0 | 0.512 |
| newstest2019-enfi-engfin.eng.fin | 10.4 | 0.420 |
| newstest2019-engu-engguj.eng.guj | 5.8 | 0.297 |
| newstest2019-enlt-englit.eng.lit | 8.0 | 0.388 |
| newstest2019-enru-engrus.eng.rus | 13.0 | 0.415 |
| newstest2019-enzh-engzho.eng.zho | 15.0 | 0.192 |
| newstestB2016-enfi-engfin.eng.fin | 9.0 | 0.414 |
| newstestB2017-enfi-engfin.eng.fin | 9.5 | 0.415 |
| Tatoeba-test.eng-abk.eng.abk | 4.2 | 0.275 |
| Tatoeba-test.eng-ady.eng.ady | 0.4 | 0.006 |
| Tatoeba-test.eng-afh.eng.afh | 1.0 | 0.058 |
| Tatoeba-test.eng-afr.eng.afr | 47.0 | 0.663 |
| Tatoeba-test.eng-akl.eng.akl | 2.7 | 0.080 |
| Tatoeba-test.eng-amh.eng.amh | 8.5 | 0.455 |
| Tatoeba-test.eng-ang.eng.ang | 6.2 | 0.138 |
| Tatoeba-test.eng-ara.eng.ara | 6.3 | 0.325 |
| Tatoeba-test.eng-arg.eng.arg | 1.5 | 0.107 |
| Tatoeba-test.eng-asm.eng.asm | 2.1 | 0.265 |
| Tatoeba-test.eng-ast.eng.ast | 15.7 | 0.393 |
| Tatoeba-test.eng-avk.eng.avk | 0.2 | 0.095 |
| Tatoeba-test.eng-awa.eng.awa | 0.1 | 0.002 |
| Tatoeba-test.eng-aze.eng.aze | 19.0 | 0.500 |
| Tatoeba-test.eng-bak.eng.bak | 12.7 | 0.379 |
| Tatoeba-test.eng-bam.eng.bam | 8.3 | 0.037 |
| Tatoeba-test.eng-bel.eng.bel | 13.5 | 0.396 |
| Tatoeba-test.eng-ben.eng.ben | 10.0 | 0.383 |
| Tatoeba-test.eng-bho.eng.bho | 0.1 | 0.003 |
| Tatoeba-test.eng-bod.eng.bod | 0.0 | 0.147 |
| Tatoeba-test.eng-bre.eng.bre | 7.6 | 0.275 |
| Tatoeba-test.eng-brx.eng.brx | 0.8 | 0.060 |
| Tatoeba-test.eng-bul.eng.bul | 32.1 | 0.542 |
| Tatoeba-test.eng-cat.eng.cat | 37.0 | 0.595 |
| Tatoeba-test.eng-ceb.eng.ceb | 9.6 | 0.409 |
| Tatoeba-test.eng-ces.eng.ces | 24.0 | 0.475 |
| Tatoeba-test.eng-cha.eng.cha | 3.9 | 0.228 |
| Tatoeba-test.eng-che.eng.che | 0.7 | 0.013 |
| Tatoeba-test.eng-chm.eng.chm | 2.6 | 0.212 |
| Tatoeba-test.eng-chr.eng.chr | 6.0 | 0.190 |
| Tatoeba-test.eng-chv.eng.chv | 6.5 | 0.369 |
| Tatoeba-test.eng-cor.eng.cor | 0.9 | 0.086 |
| Tatoeba-test.eng-cos.eng.cos | 4.2 | 0.174 |
| Tatoeba-test.eng-crh.eng.crh | 9.9 | 0.361 |
| Tatoeba-test.eng-csb.eng.csb | 3.4 | 0.230 |
| Tatoeba-test.eng-cym.eng.cym | 18.0 | 0.418 |
| Tatoeba-test.eng-dan.eng.dan | 42.5 | 0.624 |
| Tatoeba-test.eng-deu.eng.deu | 25.2 | 0.505 |
| Tatoeba-test.eng-dsb.eng.dsb | 0.9 | 0.121 |
| Tatoeba-test.eng-dtp.eng.dtp | 0.3 | 0.084 |
| Tatoeba-test.eng-dws.eng.dws | 0.2 | 0.040 |
| Tatoeba-test.eng-egl.eng.egl | 0.4 | 0.085 |
| Tatoeba-test.eng-ell.eng.ell | 28.7 | 0.543 |
| Tatoeba-test.eng-enm.eng.enm | 3.3 | 0.295 |
| Tatoeba-test.eng-epo.eng.epo | 33.4 | 0.570 |
| Tatoeba-test.eng-est.eng.est | 30.3 | 0.545 |
| Tatoeba-test.eng-eus.eng.eus | 18.5 | 0.486 |
| Tatoeba-test.eng-ewe.eng.ewe | 6.8 | 0.272 |
| Tatoeba-test.eng-ext.eng.ext | 5.0 | 0.228 |
| Tatoeba-test.eng-fao.eng.fao | 5.2 | 0.277 |
| Tatoeba-test.eng-fas.eng.fas | 6.9 | 0.265 |
| Tatoeba-test.eng-fij.eng.fij | 31.5 | 0.365 |
| Tatoeba-test.eng-fin.eng.fin | 18.5 | 0.459 |
| Tatoeba-test.eng-fkv.eng.fkv | 0.9 | 0.132 |
| Tatoeba-test.eng-fra.eng.fra | 31.5 | 0.546 |
| Tatoeba-test.eng-frm.eng.frm | 0.9 | 0.128 |
| Tatoeba-test.eng-frr.eng.frr | 3.0 | 0.025 |
| Tatoeba-test.eng-fry.eng.fry | 14.4 | 0.387 |
| Tatoeba-test.eng-ful.eng.ful | 0.4 | 0.061 |
| Tatoeba-test.eng-gcf.eng.gcf | 0.3 | 0.075 |
| Tatoeba-test.eng-gil.eng.gil | 47.4 | 0.706 |
| Tatoeba-test.eng-gla.eng.gla | 10.9 | 0.341 |
| Tatoeba-test.eng-gle.eng.gle | 26.8 | 0.493 |
| Tatoeba-test.eng-glg.eng.glg | 32.5 | 0.565 |
| Tatoeba-test.eng-glv.eng.glv | 21.5 | 0.395 |
| Tatoeba-test.eng-gos.eng.gos | 0.3 | 0.124 |
| Tatoeba-test.eng-got.eng.got | 0.2 | 0.010 |
| Tatoeba-test.eng-grc.eng.grc | 0.0 | 0.005 |
| Tatoeba-test.eng-grn.eng.grn | 1.5 | 0.129 |
| Tatoeba-test.eng-gsw.eng.gsw | 0.6 | 0.106 |
| Tatoeba-test.eng-guj.eng.guj | 15.4 | 0.347 |
| Tatoeba-test.eng-hat.eng.hat | 31.1 | 0.527 |
| Tatoeba-test.eng-hau.eng.hau | 6.5 | 0.385 |
| Tatoeba-test.eng-haw.eng.haw | 0.2 | 0.066 |
| Tatoeba-test.eng-hbs.eng.hbs | 28.7 | 0.531 |
| Tatoeba-test.eng-heb.eng.heb | 21.3 | 0.443 |
| Tatoeba-test.eng-hif.eng.hif | 2.8 | 0.268 |
| Tatoeba-test.eng-hil.eng.hil | 12.0 | 0.463 |
| Tatoeba-test.eng-hin.eng.hin | 13.0 | 0.401 |
| Tatoeba-test.eng-hmn.eng.hmn | 0.2 | 0.073 |
| Tatoeba-test.eng-hoc.eng.hoc | 0.2 | 0.077 |
| Tatoeba-test.eng-hsb.eng.hsb | 5.7 | 0.308 |
| Tatoeba-test.eng-hun.eng.hun | 17.1 | 0.431 |
| Tatoeba-test.eng-hye.eng.hye | 15.0 | 0.378 |
| Tatoeba-test.eng-iba.eng.iba | 16.0 | 0.437 |
| Tatoeba-test.eng-ibo.eng.ibo | 2.9 | 0.221 |
| Tatoeba-test.eng-ido.eng.ido | 11.5 | 0.403 |
| Tatoeba-test.eng-iku.eng.iku | 2.3 | 0.089 |
| Tatoeba-test.eng-ile.eng.ile | 4.3 | 0.282 |
| Tatoeba-test.eng-ilo.eng.ilo | 26.4 | 0.522 |
| Tatoeba-test.eng-ina.eng.ina | 20.9 | 0.493 |
| Tatoeba-test.eng-isl.eng.isl | 12.5 | 0.375 |
| Tatoeba-test.eng-ita.eng.ita | 33.9 | 0.592 |
| Tatoeba-test.eng-izh.eng.izh | 4.6 | 0.050 |
| Tatoeba-test.eng-jav.eng.jav | 7.8 | 0.328 |
| Tatoeba-test.eng-jbo.eng.jbo | 0.1 | 0.123 |
| Tatoeba-test.eng-jdt.eng.jdt | 6.4 | 0.008 |
| Tatoeba-test.eng-jpn.eng.jpn | 0.0 | 0.000 |
| Tatoeba-test.eng-kab.eng.kab | 5.9 | 0.261 |
| Tatoeba-test.eng-kal.eng.kal | 13.4 | 0.382 |
| Tatoeba-test.eng-kan.eng.kan | 4.8 | 0.358 |
| Tatoeba-test.eng-kat.eng.kat | 1.8 | 0.115 |
| Tatoeba-test.eng-kaz.eng.kaz | 8.8 | 0.354 |
| Tatoeba-test.eng-kek.eng.kek | 3.7 | 0.188 |
| Tatoeba-test.eng-kha.eng.kha | 0.5 | 0.094 |
| Tatoeba-test.eng-khm.eng.khm | 0.4 | 0.243 |
| Tatoeba-test.eng-kin.eng.kin | 5.2 | 0.362 |
| Tatoeba-test.eng-kir.eng.kir | 17.2 | 0.416 |
| Tatoeba-test.eng-kjh.eng.kjh | 0.6 | 0.009 |
| Tatoeba-test.eng-kok.eng.kok | 5.5 | 0.005 |
| Tatoeba-test.eng-kom.eng.kom | 2.4 | 0.012 |
| Tatoeba-test.eng-krl.eng.krl | 2.0 | 0.099 |
| Tatoeba-test.eng-ksh.eng.ksh | 0.4 | 0.074 |
| Tatoeba-test.eng-kum.eng.kum | 0.9 | 0.007 |
| Tatoeba-test.eng-kur.eng.kur | 9.1 | 0.174 |
| Tatoeba-test.eng-lad.eng.lad | 1.2 | 0.154 |
| Tatoeba-test.eng-lah.eng.lah | 0.1 | 0.001 |
| Tatoeba-test.eng-lao.eng.lao | 0.6 | 0.426 |
| Tatoeba-test.eng-lat.eng.lat | 8.2 | 0.366 |
| Tatoeba-test.eng-lav.eng.lav | 20.4 | 0.475 |
| Tatoeba-test.eng-ldn.eng.ldn | 0.3 | 0.059 |
| Tatoeba-test.eng-lfn.eng.lfn | 0.5 | 0.104 |
| Tatoeba-test.eng-lij.eng.lij | 0.2 | 0.094 |
| Tatoeba-test.eng-lin.eng.lin | 1.2 | 0.276 |
| Tatoeba-test.eng-lit.eng.lit | 17.4 | 0.488 |
| Tatoeba-test.eng-liv.eng.liv | 0.3 | 0.039 |
| Tatoeba-test.eng-lkt.eng.lkt | 0.3 | 0.041 |
| Tatoeba-test.eng-lld.eng.lld | 0.1 | 0.083 |
| Tatoeba-test.eng-lmo.eng.lmo | 1.4 | 0.154 |
| Tatoeba-test.eng-ltz.eng.ltz | 19.1 | 0.395 |
| Tatoeba-test.eng-lug.eng.lug | 4.2 | 0.382 |
| Tatoeba-test.eng-mad.eng.mad | 2.1 | 0.075 |
| Tatoeba-test.eng-mah.eng.mah | 9.5 | 0.331 |
| Tatoeba-test.eng-mai.eng.mai | 9.3 | 0.372 |
| Tatoeba-test.eng-mal.eng.mal | 8.3 | 0.437 |
| Tatoeba-test.eng-mar.eng.mar | 13.5 | 0.410 |
| Tatoeba-test.eng-mdf.eng.mdf | 2.3 | 0.008 |
| Tatoeba-test.eng-mfe.eng.mfe | 83.6 | 0.905 |
| Tatoeba-test.eng-mic.eng.mic | 7.6 | 0.214 |
| Tatoeba-test.eng-mkd.eng.mkd | 31.8 | 0.540 |
| Tatoeba-test.eng-mlg.eng.mlg | 31.3 | 0.464 |
| Tatoeba-test.eng-mlt.eng.mlt | 11.7 | 0.427 |
| Tatoeba-test.eng-mnw.eng.mnw | 0.1 | 0.000 |
| Tatoeba-test.eng-moh.eng.moh | 0.6 | 0.067 |
| Tatoeba-test.eng-mon.eng.mon | 8.5 | 0.323 |
| Tatoeba-test.eng-mri.eng.mri | 8.5 | 0.320 |
| Tatoeba-test.eng-msa.eng.msa | 24.5 | 0.498 |
| Tatoeba-test.eng.multi | 22.4 | 0.451 |
| Tatoeba-test.eng-mwl.eng.mwl | 3.8 | 0.169 |
| Tatoeba-test.eng-mya.eng.mya | 0.2 | 0.123 |
| Tatoeba-test.eng-myv.eng.myv | 1.1 | 0.014 |
| Tatoeba-test.eng-nau.eng.nau | 0.6 | 0.109 |
| Tatoeba-test.eng-nav.eng.nav | 1.8 | 0.149 |
| Tatoeba-test.eng-nds.eng.nds | 11.3 | 0.365 |
| Tatoeba-test.eng-nep.eng.nep | 0.5 | 0.004 |
| Tatoeba-test.eng-niu.eng.niu | 34.4 | 0.501 |
| Tatoeba-test.eng-nld.eng.nld | 37.6 | 0.598 |
| Tatoeba-test.eng-nog.eng.nog | 0.2 | 0.010 |
| Tatoeba-test.eng-non.eng.non | 0.2 | 0.096 |
| Tatoeba-test.eng-nor.eng.nor | 36.3 | 0.577 |
| Tatoeba-test.eng-nov.eng.nov | 0.9 | 0.180 |
| Tatoeba-test.eng-nya.eng.nya | 9.8 | 0.524 |
| Tatoeba-test.eng-oci.eng.oci | 6.3 | 0.288 |
| Tatoeba-test.eng-ori.eng.ori | 5.3 | 0.273 |
| Tatoeba-test.eng-orv.eng.orv | 0.2 | 0.007 |
| Tatoeba-test.eng-oss.eng.oss | 3.0 | 0.230 |
| Tatoeba-test.eng-ota.eng.ota | 0.2 | 0.053 |
| Tatoeba-test.eng-pag.eng.pag | 20.2 | 0.513 |
| Tatoeba-test.eng-pan.eng.pan | 6.4 | 0.301 |
| Tatoeba-test.eng-pap.eng.pap | 44.7 | 0.624 |
| Tatoeba-test.eng-pau.eng.pau | 0.8 | 0.098 |
| Tatoeba-test.eng-pdc.eng.pdc | 2.9 | 0.143 |
| Tatoeba-test.eng-pms.eng.pms | 0.6 | 0.124 |
| Tatoeba-test.eng-pol.eng.pol | 22.7 | 0.500 |
| Tatoeba-test.eng-por.eng.por | 31.6 | 0.570 |
| Tatoeba-test.eng-ppl.eng.ppl | 0.5 | 0.085 |
| Tatoeba-test.eng-prg.eng.prg | 0.1 | 0.078 |
| Tatoeba-test.eng-pus.eng.pus | 0.9 | 0.137 |
| Tatoeba-test.eng-quc.eng.quc | 2.7 | 0.255 |
| Tatoeba-test.eng-qya.eng.qya | 0.4 | 0.084 |
| Tatoeba-test.eng-rap.eng.rap | 1.9 | 0.050 |
| Tatoeba-test.eng-rif.eng.rif | 1.3 | 0.102 |
| Tatoeba-test.eng-roh.eng.roh | 1.4 | 0.169 |
| Tatoeba-test.eng-rom.eng.rom | 7.8 | 0.329 |
| Tatoeba-test.eng-ron.eng.ron | 27.0 | 0.530 |
| Tatoeba-test.eng-rue.eng.rue | 0.1 | 0.009 |
| Tatoeba-test.eng-run.eng.run | 9.8 | 0.434 |
| Tatoeba-test.eng-rus.eng.rus | 22.2 | 0.465 |
| Tatoeba-test.eng-sag.eng.sag | 4.8 | 0.155 |
| Tatoeba-test.eng-sah.eng.sah | 0.2 | 0.007 |
| Tatoeba-test.eng-san.eng.san | 1.7 | 0.143 |
| Tatoeba-test.eng-scn.eng.scn | 1.5 | 0.083 |
| Tatoeba-test.eng-sco.eng.sco | 30.3 | 0.514 |
| Tatoeba-test.eng-sgs.eng.sgs | 1.6 | 0.104 |
| Tatoeba-test.eng-shs.eng.shs | 0.7 | 0.049 |
| Tatoeba-test.eng-shy.eng.shy | 0.6 | 0.064 |
| Tatoeba-test.eng-sin.eng.sin | 5.4 | 0.317 |
| Tatoeba-test.eng-sjn.eng.sjn | 0.3 | 0.074 |
| Tatoeba-test.eng-slv.eng.slv | 12.8 | 0.313 |
| Tatoeba-test.eng-sma.eng.sma | 0.8 | 0.063 |
| Tatoeba-test.eng-sme.eng.sme | 13.2 | 0.290 |
| Tatoeba-test.eng-smo.eng.smo | 12.1 | 0.416 |
| Tatoeba-test.eng-sna.eng.sna | 27.1 | 0.533 |
| Tatoeba-test.eng-snd.eng.snd | 6.0 | 0.359 |
| Tatoeba-test.eng-som.eng.som | 16.0 | 0.274 |
| Tatoeba-test.eng-spa.eng.spa | 36.7 | 0.603 |
| Tatoeba-test.eng-sqi.eng.sqi | 32.3 | 0.573 |
| Tatoeba-test.eng-stq.eng.stq | 0.6 | 0.198 |
| Tatoeba-test.eng-sun.eng.sun | 39.0 | 0.447 |
| Tatoeba-test.eng-swa.eng.swa | 1.1 | 0.109 |
| Tatoeba-test.eng-swe.eng.swe | 42.7 | 0.614 |
| Tatoeba-test.eng-swg.eng.swg | 0.6 | 0.118 |
| Tatoeba-test.eng-tah.eng.tah | 12.4 | 0.294 |
| Tatoeba-test.eng-tam.eng.tam | 5.0 | 0.404 |
| Tatoeba-test.eng-tat.eng.tat | 9.9 | 0.326 |
| Tatoeba-test.eng-tel.eng.tel | 4.7 | 0.326 |
| Tatoeba-test.eng-tet.eng.tet | 0.7 | 0.100 |
| Tatoeba-test.eng-tgk.eng.tgk | 5.5 | 0.304 |
| Tatoeba-test.eng-tha.eng.tha | 2.2 | 0.456 |
| Tatoeba-test.eng-tir.eng.tir | 1.5 | 0.197 |
| Tatoeba-test.eng-tlh.eng.tlh | 0.0 | 0.032 |
| Tatoeba-test.eng-tly.eng.tly | 0.3 | 0.061 |
| Tatoeba-test.eng-toi.eng.toi | 8.3 | 0.219 |
| Tatoeba-test.eng-ton.eng.ton | 32.7 | 0.619 |
| Tatoeba-test.eng-tpw.eng.tpw | 1.4 | 0.136 |
| Tatoeba-test.eng-tso.eng.tso | 9.6 | 0.465 |
| Tatoeba-test.eng-tuk.eng.tuk | 9.4 | 0.383 |
| Tatoeba-test.eng-tur.eng.tur | 24.1 | 0.542 |
| Tatoeba-test.eng-tvl.eng.tvl | 8.9 | 0.398 |
| Tatoeba-test.eng-tyv.eng.tyv | 10.4 | 0.249 |
| Tatoeba-test.eng-tzl.eng.tzl | 0.2 | 0.098 |
| Tatoeba-test.eng-udm.eng.udm | 6.5 | 0.212 |
| Tatoeba-test.eng-uig.eng.uig | 2.1 | 0.266 |
| Tatoeba-test.eng-ukr.eng.ukr | 24.3 | 0.479 |
| Tatoeba-test.eng-umb.eng.umb | 4.4 | 0.274 |
| Tatoeba-test.eng-urd.eng.urd | 8.6 | 0.344 |
| Tatoeba-test.eng-uzb.eng.uzb | 6.9 | 0.343 |
| Tatoeba-test.eng-vec.eng.vec | 1.0 | 0.094 |
| Tatoeba-test.eng-vie.eng.vie | 23.2 | 0.420 |
| Tatoeba-test.eng-vol.eng.vol | 0.3 | 0.086 |
| Tatoeba-test.eng-war.eng.war | 11.4 | 0.415 |
| Tatoeba-test.eng-wln.eng.wln | 8.4 | 0.218 |
| Tatoeba-test.eng-wol.eng.wol | 11.5 | 0.252 |
| Tatoeba-test.eng-xal.eng.xal | 0.1 | 0.007 |
| Tatoeba-test.eng-xho.eng.xho | 19.5 | 0.552 |
| Tatoeba-test.eng-yid.eng.yid | 4.0 | 0.256 |
| Tatoeba-test.eng-yor.eng.yor | 8.8 | 0.247 |
| Tatoeba-test.eng-zho.eng.zho | 21.8 | 0.192 |
| Tatoeba-test.eng-zul.eng.zul | 34.3 | 0.655 |
| Tatoeba-test.eng-zza.eng.zza | 0.5 | 0.080 |