--- library_name: transformers language: - aa - aai - aau - ab - abi - acd - ace - acf - ach - acn - acr - ade - adj - ady - aeu - aey - af - afh - agd - agn - agu - ahk - aia - ak - akh - akl - akp - alj - alp - alq - alt - alz - am - ame - ami - amk - amu - an - ang - ann - anp - anv - aoz - apr - apu - ar - arc - as - aso - ast - atg - atj - atq - aui - auy - av - avk - avn - avu - awa - awb - awx - az - azg - azz - ba - bal - ban - bar - bas - bav - bba - bbo - bbr - bcl - bcw - be - bef - beh - bem - bep - bex - bfa - bfd - bfo - bg - bgr - bhl - bho - bhz - bi - bib - bik - bim - biv - bjr - bjv - bku - bkv - blh - blt - blz - bm - bmh - bmk - bmq - bmu - bmv - bn - bnp - bo - boj - bom - bov - box - bpr - bps - bpy - bqc - bqj - bqp - br - bru - brx - bs - bss - btd - bth - bto - bts - btt - btx - bua - bud - bug - buk - bus - bvy - bwq - bwu - byn - bzd - bzh - bzj - bzt - ca - caa - cab - cac - cak - cay - cbk - cce - cco - ce - ceb - cfm - cgc - ch - chf - chm - chq - chr - chy - chz - cjk - cjo - cjp - cjv - cko - cle - cme - cmo - cmr - cnh - cni - cnl - cnt - cnw - co - cok - cop - cot - cpa - cpu - cr - crh - crn - crs - crx - cs - csb - csk - cso - csy - cta - ctd - ctp - ctu - cu - cuc - cui - cuk - cut - cux - cv - cwe - cwt - cy - cya - czt - da - daa - dad - dag - dah - de - ded - dga - dgi - dig - dik - din - diq - dje - djk - dng - dni - dnj - dob - dop - drt - dsb - dsh - dtp - dug - dv - dws - dww - dyi - dyo - dyu - dz - ee - efi - egl - el - emi - en - enm - eo - es - ess - et - eu - ext - fa - fai - fal - far - ff - fi - fil - fj - fkv - fo - fon - for - fr - frd - frm - fro - frp - frr - fur - fy - ga - gag - gah - gaw - gbm - gcf - gd - gde - gej - gfk - ghs - gil - gkn - gl - glk - gn - gnd - gng - gog - gor - gos - got - gqr - grc - gsw - gu - guc - gud - guh - guo - gur - guw - gux - gv - gvf - gvl - gwi - gwr - gym - gyr - ha - hag - haw - hay - hbo - hch - he - heh - hi - hif - hig - hil - hla - hlt - hmn - hne - hnj - hnn - hns - hoc - hot - hr - hrx - hsb - ht - hu - hui - hus - hvn - hwc - hy - hyw - hz - ia - iba - icr - id - ie - ifa - ifb - ife - ifk - ifu - ify - ig - ign - igs - ii - ik - ilo - imo - inh - ino - io - iou - ipi - iri - irk - iry - is - it - itv - iu - ium - ixl - izh - izr - ja - jaa - jac - jam - jbo - jbu - jdt - jmc - jpa - jun - jv - jvn - ka - kaa - kab - kac - kam - kao - kbd - kbm - kbp - kdc - kdj - kdl - kdn - kea - kek - ken - keo - ker - keu - kew - kez - kg - kgf - kgk - kha - khz - ki - kia - kj - kjb - kje - kjh - kjs - kk - kki - kkj - kl - kle - km - kma - kmb - kmg - kmh - kmo - kmu - kn - kne - knj - knk - kno - kog - kok - kpf - kpg - kpr - kpw - kpz - kqe - kqf - kqp - kqw - kr - krc - kri - krj - krl - kru - ks - ksb - ksh - ksr - ktb - ktj - ku - kub - kud - kue - kum - kus - kv - kvn - kw - kwf - kxc - kxm - ky - kyc - kyf - kyg - kyq - kzf - la - laa - lac - lad - lah - las - law - lb - lbe - lcm - ldn - lee - lef - lem - leu - lew - lex - lez - lfn - lg - lgg - lhu - li - lia - lid - lif - lij - lip - liv - ljp - lkt - lld - lln - lme - lmo - ln - lnd - lo - lob - lok - lon - lou - lrc - lsi - lt - lua - luc - luo - lus - lut - luy - lv - lzz - maa - mad - mag - mai - maj - mak - mam - maq - mau - maw - maz - mbb - mbf - mbt - mcb - mcp - mcu - mda - mdf - med - mee - meh - mek - men - meq - mfe - mfh - mfi - mfk - mfq - mfy - mg - mgd - mgm - mgo - mh - mhi - mhl - mhx - mhy - mi - mib - mic - mie - mif - mig - mih - mil - mio - mit - mix - miy - miz - mjc - mk - mks - ml - mlh - mlp - mmo - mmx - mn - mna - mnb - mnf - mnh - mni - mnr - mnw - mo - moa - mog - moh - mop - mor - mos - mox - mpg - mpm - mpt - mpx - mqb - mqj - mr - mrj - mrw - ms - msm - mt - mta - muh - mux - muy - mva - mvp - mvv - mwc - mwl - mwm - mwv - mww - mxb - mxt - my - myb - myk - myu - myv - myw - myx - mzk - mzm - mzn - mzw - mzz - na - naf - nak - nap - nas - nb - nca - nch - ncj - ncl - ncu - nd - nds - ndz - ne - neb - new - nfr - ng - ngt - ngu - nhe - nhg - nhi - nhn - nhu - nhw - nhx - nhy - nia - nif - nii - nij - nim - nin - niu - njm - nl - nlc - nlv - nmz - nn - nnb - nnh - nnw - no - nog - non - nop - not - nou - nov - npl - npy - nqo - nr - nsn - nso - nss - nst - nsu - ntm - ntp - ntr - nuj - nus - nuy - nv - nwb - nwi - ny - nyf - nyn - nyo - nyy - nzi - oar - obo - oc - ofs - oj - oku - okv - old - om - omw - ood - opm - or - orv - os - osp - ota - ote - otk - otm - otn - otq - ozm - pa - pab - pad - pag - pai - pal - pam - pao - pap - pau - pbi - pbl - pcd - pck - pcm - pdc - pfl - phn - pi - pib - pih - pio - pis - pkb - pl - pls - plw - pmf - pms - pmy - pne - pnt - poe - poh - pot - ppk - ppl - prf - prg - ps - pt - ptp - ptu - pwg - pww - quc - qya - rai - rap - rav - rej - rhg - rif - rim - rm - rmy - rn - ro - rom - rop - rro - ru - rue - rug - rup - rw - rwo - sa - sab - sah - sas - sat - sba - sbd - sbl - sc - scn - sco - sd - sda - se - seh - ses - sg - sgb - sgs - sgw - sgz - sh - shi - shk - shn - shs - shy - si - sig - sil - sjn - sk - skr - sl - sld - sll - sm - sma - smk - sml - smn - sn - snc - snp - snw - so - soy - spl - spp - sps - sq - sr - srm - srn - srq - ss - ssd - ssx - st - stn - stp - stq - su - sue - suk - sur - sus - suz - sv - sw - swg - swp - sxb - sxn - syc - syl - syr - szb - szl - ta - tab - tac - taj - taq - tbc - tbl - tbo - tbz - tcs - tcy - te - tem - teo - ter - tet - tfr - tg - tgo - tgp - th - thk - thv - ti - tig - tik - tim - tk - tkl - tl - tlb - tlf - tlh - tlj - tlx - tly - tmc - tmh - tmr - tn - to - toh - toi - toj - tpa - tpi - tpm - tpw - tpz - tr - trc - trn - trq - trs - trv - ts - tsw - tt - ttc - tte - ttr - tts - tuc - tuf - tum - tvl - tw - twb - twu - txa - ty - tyj - tyv - tzh - tzj - tzl - tzm - tzo - ubr - ubu - udm - udu - ug - uk - umb - ur - usa - usp - uvl - uz - vag - ve - vec - vep - vi - viv - vls - vmw - vmy - vo - vot - vun - wa - wae - waj - wal - wap - war - wbm - wbp - wed - wmt - wmw - wnc - wnu - wo - wob - wsk - wuv - xal - xcl - xed - xh - xmf - xog - xon - xrb - xsb - xsi - xsm - xsr - xtd - xtm - xuo - yal - yam - yaq - yaz - yby - ycl - ycn - yi - yli - yml - yo - yon - yua - yut - yuw - za - zam - zap - zea - zgh - zh - zia - zom - zu - zyp - zza language_bcp47: - bs_Latn - io_Latn - kk_Cyrl - zh_Hans - zh_Hant tags: - translation - opus-mt-tc-bible license: apache-2.0 model-index: - name: opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa results: - task: name: Translation acm-deu type: translation args: acm-deu dataset: name: flores200-devtest type: flores200-devtest args: acm-deu metrics: - name: BLEU type: bleu value: 14.6 - name: chr-F type: chrf value: 0.45619 - task: name: Translation acm-eng type: translation args: acm-eng dataset: name: flores200-devtest type: flores200-devtest args: acm-eng metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.52366 - task: name: Translation acm-fra type: translation args: acm-fra dataset: name: flores200-devtest type: flores200-devtest args: acm-fra metrics: - name: BLEU type: bleu value: 21.1 - name: chr-F type: chrf value: 0.49554 - task: name: Translation acm-por type: translation args: acm-por dataset: name: flores200-devtest type: flores200-devtest args: acm-por metrics: - name: BLEU type: bleu value: 20.0 - name: chr-F type: chrf value: 0.48961 - task: name: Translation acm-spa type: translation args: acm-spa dataset: name: flores200-devtest type: flores200-devtest args: acm-spa metrics: - name: BLEU type: bleu value: 15.6 - name: chr-F type: chrf value: 0.44080 - task: name: Translation afr-deu type: translation args: afr-deu dataset: name: flores200-devtest type: flores200-devtest args: afr-deu metrics: - name: BLEU type: bleu value: 25.2 - name: chr-F type: chrf value: 0.54906 - task: name: Translation afr-eng type: translation args: afr-eng dataset: name: flores200-devtest type: flores200-devtest args: afr-eng metrics: - name: BLEU type: bleu value: 48.9 - name: chr-F type: chrf value: 0.70517 - task: name: Translation afr-fra type: translation args: afr-fra dataset: name: flores200-devtest type: flores200-devtest args: afr-fra metrics: - name: BLEU type: bleu value: 32.2 - name: chr-F type: chrf value: 0.58448 - task: name: Translation afr-por type: translation args: afr-por dataset: name: flores200-devtest type: flores200-devtest args: afr-por metrics: - name: BLEU type: bleu value: 31.6 - name: chr-F type: chrf value: 0.58153 - task: name: Translation afr-spa type: translation args: afr-spa dataset: name: flores200-devtest type: flores200-devtest args: afr-spa metrics: - name: BLEU type: bleu value: 20.3 - name: chr-F type: chrf value: 0.48878 - task: name: Translation amh-eng type: translation args: amh-eng dataset: name: flores200-devtest type: flores200-devtest args: amh-eng metrics: - name: BLEU type: bleu value: 12.6 - name: chr-F type: chrf value: 0.39408 - task: name: Translation amh-fra type: translation args: amh-fra dataset: name: flores200-devtest type: flores200-devtest args: amh-fra metrics: - name: BLEU type: bleu value: 11.4 - name: chr-F type: chrf value: 0.37190 - task: name: Translation apc-deu type: translation args: apc-deu dataset: name: flores200-devtest type: flores200-devtest args: apc-deu metrics: - name: BLEU type: bleu value: 13.1 - name: chr-F type: chrf value: 0.43490 - task: name: Translation apc-eng type: translation args: apc-eng dataset: name: flores200-devtest type: flores200-devtest args: apc-eng metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.50478 - task: name: Translation apc-fra type: translation args: apc-fra dataset: name: flores200-devtest type: flores200-devtest args: apc-fra metrics: - name: BLEU type: bleu value: 20.1 - name: chr-F type: chrf value: 0.48076 - task: name: Translation apc-por type: translation args: apc-por dataset: name: flores200-devtest type: flores200-devtest args: apc-por metrics: - name: BLEU type: bleu value: 19.0 - name: chr-F type: chrf value: 0.47020 - task: name: Translation apc-spa type: translation args: apc-spa dataset: name: flores200-devtest type: flores200-devtest args: apc-spa metrics: - name: BLEU type: bleu value: 14.8 - name: chr-F type: chrf value: 0.42945 - task: name: Translation arz-deu type: translation args: arz-deu dataset: name: flores200-devtest type: flores200-devtest args: arz-deu metrics: - name: BLEU type: bleu value: 11.3 - name: chr-F type: chrf value: 0.42474 - task: name: Translation arz-eng type: translation args: arz-eng dataset: name: flores200-devtest type: flores200-devtest args: arz-eng metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.47931 - task: name: Translation arz-fra type: translation args: arz-fra dataset: name: flores200-devtest type: flores200-devtest args: arz-fra metrics: - name: BLEU type: bleu value: 17.4 - name: chr-F type: chrf value: 0.46238 - task: name: Translation arz-por type: translation args: arz-por dataset: name: flores200-devtest type: flores200-devtest args: arz-por metrics: - name: BLEU type: bleu value: 15.9 - name: chr-F type: chrf value: 0.44887 - task: name: Translation arz-spa type: translation args: arz-spa dataset: name: flores200-devtest type: flores200-devtest args: arz-spa metrics: - name: BLEU type: bleu value: 13.2 - name: chr-F type: chrf value: 0.41615 - task: name: Translation ast-deu type: translation args: ast-deu dataset: name: flores200-devtest type: flores200-devtest args: ast-deu metrics: - name: BLEU type: bleu value: 19.4 - name: chr-F type: chrf value: 0.48985 - task: name: Translation ast-eng type: translation args: ast-eng dataset: name: flores200-devtest type: flores200-devtest args: ast-eng metrics: - name: BLEU type: bleu value: 31.5 - name: chr-F type: chrf value: 0.57515 - task: name: Translation ast-fra type: translation args: ast-fra dataset: name: flores200-devtest type: flores200-devtest args: ast-fra metrics: - name: BLEU type: bleu value: 28.3 - name: chr-F type: chrf value: 0.54322 - task: name: Translation ast-por type: translation args: ast-por dataset: name: flores200-devtest type: flores200-devtest args: ast-por metrics: - name: BLEU type: bleu value: 28.5 - name: chr-F type: chrf value: 0.54963 - task: name: Translation ast-spa type: translation args: ast-spa dataset: name: flores200-devtest type: flores200-devtest args: ast-spa metrics: - name: BLEU type: bleu value: 20.6 - name: chr-F type: chrf value: 0.48973 - task: name: Translation awa-deu type: translation args: awa-deu dataset: name: flores200-devtest type: flores200-devtest args: awa-deu metrics: - name: BLEU type: bleu value: 12.9 - name: chr-F type: chrf value: 0.43494 - task: name: Translation awa-eng type: translation args: awa-eng dataset: name: flores200-devtest type: flores200-devtest args: awa-eng metrics: - name: BLEU type: bleu value: 21.6 - name: chr-F type: chrf value: 0.51602 - task: name: Translation awa-fra type: translation args: awa-fra dataset: name: flores200-devtest type: flores200-devtest args: awa-fra metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.46758 - task: name: Translation awa-por type: translation args: awa-por dataset: name: flores200-devtest type: flores200-devtest args: awa-por metrics: - name: BLEU type: bleu value: 16.7 - name: chr-F type: chrf value: 0.45451 - task: name: Translation awa-spa type: translation args: awa-spa dataset: name: flores200-devtest type: flores200-devtest args: awa-spa metrics: - name: BLEU type: bleu value: 13.1 - name: chr-F type: chrf value: 0.41150 - task: name: Translation bak-eng type: translation args: bak-eng dataset: name: flores200-devtest type: flores200-devtest args: bak-eng metrics: - name: BLEU type: bleu value: 13.0 - name: chr-F type: chrf value: 0.40644 - task: name: Translation ban-eng type: translation args: ban-eng dataset: name: flores200-devtest type: flores200-devtest args: ban-eng metrics: - name: BLEU type: bleu value: 15.8 - name: chr-F type: chrf value: 0.42334 - task: name: Translation ban-fra type: translation args: ban-fra dataset: name: flores200-devtest type: flores200-devtest args: ban-fra metrics: - name: BLEU type: bleu value: 11.2 - name: chr-F type: chrf value: 0.35943 - task: name: Translation ban-por type: translation args: ban-por dataset: name: flores200-devtest type: flores200-devtest args: ban-por metrics: - name: BLEU type: bleu value: 10.8 - name: chr-F type: chrf value: 0.35337 - task: name: Translation bel-deu type: translation args: bel-deu dataset: name: flores200-devtest type: flores200-devtest args: bel-deu metrics: - name: BLEU type: bleu value: 10.4 - name: chr-F type: chrf value: 0.43902 - task: name: Translation bel-eng type: translation args: bel-eng dataset: name: flores200-devtest type: flores200-devtest args: bel-eng metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.46940 - task: name: Translation bel-fra type: translation args: bel-fra dataset: name: flores200-devtest type: flores200-devtest args: bel-fra metrics: - name: BLEU type: bleu value: 14.9 - name: chr-F type: chrf value: 0.46990 - task: name: Translation bel-por type: translation args: bel-por dataset: name: flores200-devtest type: flores200-devtest args: bel-por metrics: - name: BLEU type: bleu value: 13.5 - name: chr-F type: chrf value: 0.45316 - task: name: Translation bel-spa type: translation args: bel-spa dataset: name: flores200-devtest type: flores200-devtest args: bel-spa metrics: - name: BLEU type: bleu value: 12.5 - name: chr-F type: chrf value: 0.42921 - task: name: Translation ben-deu type: translation args: ben-deu dataset: name: flores200-devtest type: flores200-devtest args: ben-deu metrics: - name: BLEU type: bleu value: 12.9 - name: chr-F type: chrf value: 0.42924 - task: name: Translation ben-eng type: translation args: ben-eng dataset: name: flores200-devtest type: flores200-devtest args: ben-eng metrics: - name: BLEU type: bleu value: 19.7 - name: chr-F type: chrf value: 0.50522 - task: name: Translation ben-fra type: translation args: ben-fra dataset: name: flores200-devtest type: flores200-devtest args: ben-fra metrics: - name: BLEU type: bleu value: 17.9 - name: chr-F type: chrf value: 0.46063 - task: name: Translation ben-por type: translation args: ben-por dataset: name: flores200-devtest type: flores200-devtest args: ben-por metrics: - name: BLEU type: bleu value: 16.8 - name: chr-F type: chrf value: 0.45038 - task: name: Translation ben-spa type: translation args: ben-spa dataset: name: flores200-devtest type: flores200-devtest args: ben-spa metrics: - name: BLEU type: bleu value: 12.9 - name: chr-F type: chrf value: 0.40539 - task: name: Translation bho-eng type: translation args: bho-eng dataset: name: flores200-devtest type: flores200-devtest args: bho-eng metrics: - name: BLEU type: bleu value: 15.3 - name: chr-F type: chrf value: 0.45196 - task: name: Translation bho-fra type: translation args: bho-fra dataset: name: flores200-devtest type: flores200-devtest args: bho-fra metrics: - name: BLEU type: bleu value: 13.0 - name: chr-F type: chrf value: 0.40604 - task: name: Translation bho-por type: translation args: bho-por dataset: name: flores200-devtest type: flores200-devtest args: bho-por metrics: - name: BLEU type: bleu value: 12.3 - name: chr-F type: chrf value: 0.40225 - task: name: Translation bho-spa type: translation args: bho-spa dataset: name: flores200-devtest type: flores200-devtest args: bho-spa metrics: - name: BLEU type: bleu value: 10.5 - name: chr-F type: chrf value: 0.37435 - task: name: Translation bul-deu type: translation args: bul-deu dataset: name: flores200-devtest type: flores200-devtest args: bul-deu metrics: - name: BLEU type: bleu value: 23.5 - name: chr-F type: chrf value: 0.54127 - task: name: Translation bul-eng type: translation args: bul-eng dataset: name: flores200-devtest type: flores200-devtest args: bul-eng metrics: - name: BLEU type: bleu value: 34.4 - name: chr-F type: chrf value: 0.62424 - task: name: Translation bul-fra type: translation args: bul-fra dataset: name: flores200-devtest type: flores200-devtest args: bul-fra metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.58328 - task: name: Translation bul-spa type: translation args: bul-spa dataset: name: flores200-devtest type: flores200-devtest args: bul-spa metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.49353 - task: name: Translation cat-deu type: translation args: cat-deu dataset: name: flores200-devtest type: flores200-devtest args: cat-deu metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.54433 - task: name: Translation cat-eng type: translation args: cat-eng dataset: name: flores200-devtest type: flores200-devtest args: cat-eng metrics: - name: BLEU type: bleu value: 39.7 - name: chr-F type: chrf value: 0.65595 - task: name: Translation cat-fra type: translation args: cat-fra dataset: name: flores200-devtest type: flores200-devtest args: cat-fra metrics: - name: BLEU type: bleu value: 35.2 - name: chr-F type: chrf value: 0.60898 - task: name: Translation cat-por type: translation args: cat-por dataset: name: flores200-devtest type: flores200-devtest args: cat-por metrics: - name: BLEU type: bleu value: 35.1 - name: chr-F type: chrf value: 0.61141 - task: name: Translation cat-spa type: translation args: cat-spa dataset: name: flores200-devtest type: flores200-devtest args: cat-spa metrics: - name: BLEU type: bleu value: 24.0 - name: chr-F type: chrf value: 0.52769 - task: name: Translation ceb-deu type: translation args: ceb-deu dataset: name: flores200-devtest type: flores200-devtest args: ceb-deu metrics: - name: BLEU type: bleu value: 18.2 - name: chr-F type: chrf value: 0.47268 - task: name: Translation ceb-eng type: translation args: ceb-eng dataset: name: flores200-devtest type: flores200-devtest args: ceb-eng metrics: - name: BLEU type: bleu value: 35.0 - name: chr-F type: chrf value: 0.60119 - task: name: Translation ceb-fra type: translation args: ceb-fra dataset: name: flores200-devtest type: flores200-devtest args: ceb-fra metrics: - name: BLEU type: bleu value: 24.1 - name: chr-F type: chrf value: 0.50664 - task: name: Translation ceb-por type: translation args: ceb-por dataset: name: flores200-devtest type: flores200-devtest args: ceb-por metrics: - name: BLEU type: bleu value: 25.5 - name: chr-F type: chrf value: 0.51634 - task: name: Translation ceb-spa type: translation args: ceb-spa dataset: name: flores200-devtest type: flores200-devtest args: ceb-spa metrics: - name: BLEU type: bleu value: 17.6 - name: chr-F type: chrf value: 0.45011 - task: name: Translation ces-deu type: translation args: ces-deu dataset: name: flores200-devtest type: flores200-devtest args: ces-deu metrics: - name: BLEU type: bleu value: 24.0 - name: chr-F type: chrf value: 0.54106 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: flores200-devtest type: flores200-devtest args: ces-eng metrics: - name: BLEU type: bleu value: 33.3 - name: chr-F type: chrf value: 0.61006 - task: name: Translation ces-fra type: translation args: ces-fra dataset: name: flores200-devtest type: flores200-devtest args: ces-fra metrics: - name: BLEU type: bleu value: 29.8 - name: chr-F type: chrf value: 0.57112 - task: name: Translation ces-por type: translation args: ces-por dataset: name: flores200-devtest type: flores200-devtest args: ces-por metrics: - 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name: BLEU type: bleu value: 33.6 - name: chr-F type: chrf value: 0.57737 - task: name: Translation cym-fra type: translation args: cym-fra dataset: name: flores200-devtest type: flores200-devtest args: cym-fra metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.48258 - task: name: Translation cym-por type: translation args: cym-por dataset: name: flores200-devtest type: flores200-devtest args: cym-por metrics: - name: BLEU type: bleu value: 20.3 - name: chr-F type: chrf value: 0.46295 - task: name: Translation cym-spa type: translation args: cym-spa dataset: name: flores200-devtest type: flores200-devtest args: cym-spa metrics: - name: BLEU type: bleu value: 15.0 - name: chr-F type: chrf value: 0.41890 - task: name: Translation dan-deu type: translation args: dan-deu dataset: name: flores200-devtest type: flores200-devtest args: dan-deu metrics: - name: BLEU type: bleu value: 27.6 - name: chr-F type: chrf value: 0.57400 - task: name: Translation dan-eng type: translation args: dan-eng dataset: name: flores200-devtest type: flores200-devtest args: dan-eng metrics: - 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name: BLEU type: bleu value: 26.6 - name: chr-F type: chrf value: 0.53870 - task: name: Translation ell-por type: translation args: ell-por dataset: name: flores200-devtest type: flores200-devtest args: ell-por metrics: - name: BLEU type: bleu value: 24.4 - name: chr-F type: chrf value: 0.52260 - task: name: Translation ell-spa type: translation args: ell-spa dataset: name: flores200-devtest type: flores200-devtest args: ell-spa metrics: - name: BLEU type: bleu value: 18.7 - name: chr-F type: chrf value: 0.46740 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: flores200-devtest type: flores200-devtest args: eng-deu metrics: - name: BLEU type: bleu value: 32.4 - name: chr-F type: chrf value: 0.60520 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: flores200-devtest type: flores200-devtest args: eng-fra metrics: - name: BLEU type: bleu value: 43.5 - name: chr-F type: chrf value: 0.66872 - task: name: Translation eng-por type: translation args: eng-por dataset: name: flores200-devtest type: flores200-devtest args: eng-por metrics: - 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name: BLEU type: bleu value: 30.2 - name: chr-F type: chrf value: 0.56714 - task: name: Translation epo-spa type: translation args: epo-spa dataset: name: flores200-devtest type: flores200-devtest args: epo-spa metrics: - name: BLEU type: bleu value: 20.5 - name: chr-F type: chrf value: 0.49035 - task: name: Translation est-deu type: translation args: est-deu dataset: name: flores200-devtest type: flores200-devtest args: est-deu metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.50626 - task: name: Translation est-eng type: translation args: est-eng dataset: name: flores200-devtest type: flores200-devtest args: est-eng metrics: - name: BLEU type: bleu value: 29.3 - name: chr-F type: chrf value: 0.57279 - task: name: Translation est-fra type: translation args: est-fra dataset: name: flores200-devtest type: flores200-devtest args: est-fra metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.53780 - task: name: Translation est-por type: translation args: est-por dataset: name: flores200-devtest type: flores200-devtest args: est-por metrics: - name: BLEU type: bleu value: 23.4 - name: chr-F type: chrf value: 0.51310 - task: name: Translation est-spa type: translation args: est-spa dataset: name: flores200-devtest type: flores200-devtest args: est-spa metrics: - name: BLEU type: bleu value: 18.2 - name: chr-F type: chrf value: 0.46627 - task: name: Translation eus-deu type: translation args: eus-deu dataset: name: flores200-devtest type: flores200-devtest args: eus-deu metrics: - name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.44830 - task: name: Translation eus-eng type: translation args: eus-eng dataset: name: flores200-devtest type: flores200-devtest args: eus-eng metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.51096 - task: name: Translation eus-fra type: translation args: eus-fra dataset: name: flores200-devtest type: flores200-devtest args: eus-fra metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.49651 - task: name: Translation eus-por type: translation args: eus-por dataset: name: flores200-devtest type: flores200-devtest args: eus-por metrics: - 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name: BLEU type: bleu value: 13.2 - name: chr-F type: chrf value: 0.36709 - task: name: Translation hau-fra type: translation args: hau-fra dataset: name: flores200-devtest type: flores200-devtest args: hau-fra metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.32820 - task: name: Translation heb-deu type: translation args: heb-deu dataset: name: flores200-devtest type: flores200-devtest args: heb-deu metrics: - name: BLEU type: bleu value: 20.0 - name: chr-F type: chrf value: 0.49571 - task: name: Translation heb-eng type: translation args: heb-eng dataset: name: flores200-devtest type: flores200-devtest args: heb-eng metrics: - name: BLEU type: bleu value: 31.5 - name: chr-F type: chrf value: 0.57539 - task: name: Translation heb-fra type: translation args: heb-fra dataset: name: flores200-devtest type: flores200-devtest args: heb-fra metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.53710 - task: name: Translation heb-por type: translation args: heb-por dataset: name: flores200-devtest type: flores200-devtest args: heb-por metrics: - name: BLEU type: bleu value: 25.6 - name: chr-F type: chrf value: 0.52607 - task: name: Translation heb-spa type: translation args: heb-spa dataset: name: flores200-devtest type: flores200-devtest args: heb-spa metrics: - name: BLEU type: bleu value: 18.0 - name: chr-F type: chrf value: 0.45847 - task: name: Translation hin-deu type: translation args: hin-deu dataset: name: flores200-devtest type: flores200-devtest args: hin-deu metrics: - name: BLEU type: bleu value: 17.3 - name: chr-F type: chrf value: 0.47254 - task: name: Translation hin-eng type: translation args: hin-eng dataset: name: flores200-devtest type: flores200-devtest args: hin-eng metrics: - name: BLEU type: bleu value: 29.2 - name: chr-F type: chrf value: 0.57180 - task: name: Translation hin-fra type: translation args: hin-fra dataset: name: flores200-devtest type: flores200-devtest args: hin-fra metrics: - name: BLEU type: bleu value: 22.7 - name: chr-F type: chrf value: 0.50629 - task: name: Translation hin-por type: translation args: hin-por dataset: name: flores200-devtest type: flores200-devtest args: hin-por metrics: - 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name: BLEU type: bleu value: 27.7 - name: chr-F type: chrf value: 0.55294 - task: name: Translation hrv-spa type: translation args: hrv-spa dataset: name: flores200-devtest type: flores200-devtest args: hrv-spa metrics: - name: BLEU type: bleu value: 20.1 - name: chr-F type: chrf value: 0.48816 - task: name: Translation hun-deu type: translation args: hun-deu dataset: name: flores200-devtest type: flores200-devtest args: hun-deu metrics: - name: BLEU type: bleu value: 19.7 - name: chr-F type: chrf value: 0.50156 - task: name: Translation hun-eng type: translation args: hun-eng dataset: name: flores200-devtest type: flores200-devtest args: hun-eng metrics: - name: BLEU type: bleu value: 27.8 - name: chr-F type: chrf value: 0.56407 - task: name: Translation hun-fra type: translation args: hun-fra dataset: name: flores200-devtest type: flores200-devtest args: hun-fra metrics: - name: BLEU type: bleu value: 25.6 - name: chr-F type: chrf value: 0.53635 - task: name: Translation hun-por type: translation args: hun-por dataset: name: flores200-devtest type: flores200-devtest args: hun-por metrics: - 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name: BLEU type: bleu value: 27.9 - name: chr-F type: chrf value: 0.55816 - task: name: Translation ind-por type: translation args: ind-por dataset: name: flores200-devtest type: flores200-devtest args: ind-por metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.55437 - task: name: Translation ind-spa type: translation args: ind-spa dataset: name: flores200-devtest type: flores200-devtest args: ind-spa metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.47702 - task: name: Translation isl-deu type: translation args: isl-deu dataset: name: flores200-devtest type: flores200-devtest args: isl-deu metrics: - name: BLEU type: bleu value: 17.1 - name: chr-F type: chrf value: 0.44626 - task: name: Translation isl-eng type: translation args: isl-eng dataset: name: flores200-devtest type: flores200-devtest args: isl-eng metrics: - name: BLEU type: bleu value: 24.4 - name: chr-F type: chrf value: 0.50201 - task: name: Translation isl-fra type: translation args: isl-fra dataset: name: flores200-devtest type: flores200-devtest args: isl-fra metrics: - name: BLEU type: bleu value: 20.9 - name: chr-F type: chrf value: 0.47250 - task: name: Translation isl-por type: translation args: isl-por dataset: name: flores200-devtest type: flores200-devtest args: isl-por metrics: - name: BLEU type: bleu value: 19.6 - name: chr-F type: chrf value: 0.45749 - task: name: Translation isl-spa type: translation args: isl-spa dataset: name: flores200-devtest type: flores200-devtest args: isl-spa metrics: - name: BLEU type: bleu value: 15.0 - name: chr-F type: chrf value: 0.41715 - task: name: Translation ita-deu type: translation args: ita-deu dataset: name: flores200-devtest type: flores200-devtest args: ita-deu metrics: - name: BLEU type: bleu value: 20.3 - name: chr-F type: chrf value: 0.52234 - task: name: Translation ita-eng type: translation args: ita-eng dataset: name: flores200-devtest type: flores200-devtest args: ita-eng metrics: - name: BLEU type: bleu value: 28.7 - name: chr-F type: chrf value: 0.59001 - task: name: Translation ita-fra type: translation args: ita-fra dataset: name: flores200-devtest type: flores200-devtest args: ita-fra metrics: - name: BLEU type: bleu value: 29.6 - name: chr-F type: chrf value: 0.58465 - task: name: Translation ita-por type: translation args: ita-por dataset: name: flores200-devtest type: flores200-devtest args: ita-por metrics: - name: BLEU type: bleu value: 26.5 - name: chr-F type: chrf value: 0.56491 - task: name: Translation ita-spa type: translation args: ita-spa dataset: name: flores200-devtest type: flores200-devtest args: ita-spa metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.51136 - task: name: Translation jav-deu type: translation args: jav-deu dataset: name: flores200-devtest type: flores200-devtest args: jav-deu metrics: - name: BLEU type: bleu value: 13.2 - name: chr-F type: chrf value: 0.41271 - task: name: Translation jav-eng type: translation args: jav-eng dataset: name: flores200-devtest type: flores200-devtest args: jav-eng metrics: - name: BLEU type: bleu value: 25.7 - name: chr-F type: chrf value: 0.51285 - task: name: Translation jav-fra type: translation args: jav-fra dataset: name: flores200-devtest type: flores200-devtest args: jav-fra metrics: - name: BLEU type: bleu value: 18.2 - name: chr-F type: chrf value: 0.44758 - task: name: Translation jav-por type: translation args: jav-por dataset: name: flores200-devtest type: flores200-devtest args: jav-por metrics: - name: BLEU type: bleu value: 18.2 - name: chr-F type: chrf value: 0.44290 - task: name: Translation jav-spa type: translation args: jav-spa dataset: name: flores200-devtest type: flores200-devtest args: jav-spa metrics: - name: BLEU type: bleu value: 13.3 - name: chr-F type: chrf value: 0.40022 - task: name: Translation jpn-eng type: translation args: jpn-eng dataset: name: flores200-devtest type: flores200-devtest args: jpn-eng metrics: - name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.44981 - task: name: Translation jpn-fra type: translation args: jpn-fra dataset: name: flores200-devtest type: flores200-devtest args: jpn-fra metrics: - name: BLEU type: bleu value: 14.5 - name: chr-F type: chrf value: 0.42825 - task: name: Translation jpn-por type: translation args: jpn-por dataset: name: flores200-devtest type: flores200-devtest args: jpn-por metrics: - name: BLEU type: bleu value: 13.1 - name: chr-F type: chrf value: 0.41558 - task: name: Translation jpn-spa type: translation args: jpn-spa dataset: name: flores200-devtest type: flores200-devtest args: jpn-spa metrics: - name: BLEU type: bleu value: 11.2 - name: chr-F type: chrf value: 0.38636 - task: name: Translation kan-eng type: translation args: kan-eng dataset: name: flores200-devtest type: flores200-devtest args: kan-eng metrics: - name: BLEU type: bleu value: 12.6 - name: chr-F type: chrf value: 0.42126 - task: name: Translation kat-eng type: translation args: kat-eng dataset: name: flores200-devtest type: flores200-devtest args: kat-eng metrics: - name: BLEU type: bleu value: 11.0 - name: chr-F type: chrf value: 0.41805 - task: name: Translation kat-fra type: translation args: kat-fra dataset: name: flores200-devtest type: flores200-devtest args: kat-fra metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.41761 - task: name: Translation kat-por type: translation args: kat-por dataset: name: flores200-devtest type: flores200-devtest args: kat-por metrics: - name: BLEU type: bleu value: 11.6 - name: chr-F type: chrf value: 0.40563 - task: name: Translation kat-spa type: translation args: kat-spa dataset: name: flores200-devtest type: flores200-devtest args: kat-spa metrics: - name: BLEU type: bleu value: 10.9 - name: chr-F type: chrf value: 0.38353 - task: name: Translation kaz-deu type: translation args: kaz-deu dataset: name: flores200-devtest type: flores200-devtest args: kaz-deu metrics: - name: BLEU type: bleu value: 11.5 - name: chr-F type: chrf value: 0.40259 - task: name: Translation kaz-eng type: translation args: kaz-eng dataset: name: flores200-devtest type: flores200-devtest args: kaz-eng metrics: - name: BLEU type: bleu value: 18.6 - name: chr-F type: chrf value: 0.47058 - task: name: Translation kaz-fra type: translation args: kaz-fra dataset: name: flores200-devtest type: flores200-devtest args: kaz-fra metrics: - name: BLEU type: bleu value: 17.0 - name: chr-F type: chrf value: 0.43576 - task: name: Translation kaz-por type: translation args: kaz-por dataset: name: flores200-devtest type: flores200-devtest args: kaz-por metrics: - 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name: BLEU type: bleu value: 15.8 - name: chr-F type: chrf value: 0.41951 - task: name: Translation lim-por type: translation args: lim-por dataset: name: flores200-devtest type: flores200-devtest args: lim-por metrics: - name: BLEU type: bleu value: 15.2 - name: chr-F type: chrf value: 0.41365 - task: name: Translation lim-spa type: translation args: lim-spa dataset: name: flores200-devtest type: flores200-devtest args: lim-spa metrics: - name: BLEU type: bleu value: 12.1 - name: chr-F type: chrf value: 0.38404 - task: name: Translation lin-eng type: translation args: lin-eng dataset: name: flores200-devtest type: flores200-devtest args: lin-eng metrics: - name: BLEU type: bleu value: 14.8 - name: chr-F type: chrf value: 0.38237 - task: name: Translation lin-fra type: translation args: lin-fra dataset: name: flores200-devtest type: flores200-devtest args: lin-fra metrics: - name: BLEU type: bleu value: 12.7 - name: chr-F type: chrf value: 0.36833 - task: name: Translation lin-por type: translation args: lin-por dataset: name: flores200-devtest type: flores200-devtest args: lin-por metrics: - 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name: BLEU type: bleu value: 12.0 - name: chr-F type: chrf value: 0.41360 - task: name: Translation mar-eng type: translation args: mar-eng dataset: name: flores200-devtest type: flores200-devtest args: mar-eng metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.49778 - task: name: Translation mar-fra type: translation args: mar-fra dataset: name: flores200-devtest type: flores200-devtest args: mar-fra metrics: - name: BLEU type: bleu value: 16.4 - name: chr-F type: chrf value: 0.44433 - task: name: Translation mar-por type: translation args: mar-por dataset: name: flores200-devtest type: flores200-devtest args: mar-por metrics: - name: BLEU type: bleu value: 14.1 - name: chr-F type: chrf value: 0.41099 - task: name: Translation mar-spa type: translation args: mar-spa dataset: name: flores200-devtest type: flores200-devtest args: mar-spa metrics: - name: BLEU type: bleu value: 12.2 - name: chr-F type: chrf value: 0.39636 - task: name: Translation mkd-deu type: translation args: mkd-deu dataset: name: flores200-devtest type: flores200-devtest args: mkd-deu metrics: - name: BLEU type: bleu value: 24.4 - name: chr-F type: chrf value: 0.53803 - task: name: Translation mkd-eng type: translation args: mkd-eng dataset: name: flores200-devtest type: flores200-devtest args: mkd-eng metrics: - name: BLEU type: bleu value: 35.5 - name: chr-F type: chrf value: 0.62358 - task: name: Translation mkd-fra type: translation args: mkd-fra dataset: name: flores200-devtest type: flores200-devtest args: mkd-fra metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.57363 - task: name: Translation mkd-por type: translation args: mkd-por dataset: name: flores200-devtest type: flores200-devtest args: mkd-por metrics: - name: BLEU type: bleu value: 29.3 - name: chr-F type: chrf value: 0.56317 - task: name: Translation mkd-spa type: translation args: mkd-spa dataset: name: flores200-devtest type: flores200-devtest args: mkd-spa metrics: - name: BLEU type: bleu value: 20.7 - name: chr-F type: chrf value: 0.49183 - task: name: Translation mlt-deu type: translation args: mlt-deu dataset: name: flores200-devtest type: flores200-devtest args: mlt-deu metrics: - name: BLEU type: bleu value: 23.4 - name: chr-F type: chrf value: 0.53283 - task: name: Translation mlt-eng type: translation args: mlt-eng dataset: name: flores200-devtest type: flores200-devtest args: mlt-eng metrics: - name: BLEU type: bleu value: 43.0 - name: chr-F type: chrf value: 0.68020 - task: name: Translation mlt-fra type: translation args: mlt-fra dataset: name: flores200-devtest type: flores200-devtest args: mlt-fra metrics: - name: BLEU type: bleu value: 32.9 - name: chr-F type: chrf value: 0.59058 - task: name: Translation mlt-por type: translation args: mlt-por dataset: name: flores200-devtest type: flores200-devtest args: mlt-por metrics: - name: BLEU type: bleu value: 31.4 - name: chr-F type: chrf value: 0.58768 - task: name: Translation mlt-spa type: translation args: mlt-spa dataset: name: flores200-devtest type: flores200-devtest args: mlt-spa metrics: - name: BLEU type: bleu value: 20.7 - name: chr-F type: chrf value: 0.49482 - task: name: Translation mri-eng type: translation args: mri-eng dataset: name: flores200-devtest type: flores200-devtest args: mri-eng metrics: - name: BLEU type: bleu value: 13.0 - name: chr-F type: chrf value: 0.37090 - task: name: Translation mri-fra type: translation args: mri-fra dataset: name: flores200-devtest type: flores200-devtest args: mri-fra metrics: - name: BLEU type: bleu value: 10.4 - name: chr-F type: chrf value: 0.32935 - task: name: Translation nld-eng type: translation args: nld-eng dataset: name: flores200-devtest type: flores200-devtest args: nld-eng metrics: - name: BLEU type: bleu value: 27.9 - name: chr-F type: chrf value: 0.56888 - task: name: Translation nno-eng type: translation args: nno-eng dataset: name: flores200-devtest type: flores200-devtest args: nno-eng metrics: - name: BLEU type: bleu value: 39.8 - name: chr-F type: chrf value: 0.65106 - task: name: Translation nno-fra type: translation args: nno-fra dataset: name: flores200-devtest type: flores200-devtest args: nno-fra metrics: - name: BLEU type: bleu value: 31.3 - name: chr-F type: chrf value: 0.57584 - task: name: Translation nob-eng type: translation args: nob-eng dataset: name: flores200-devtest type: flores200-devtest args: nob-eng metrics: - name: BLEU type: bleu value: 39.4 - name: chr-F type: chrf value: 0.64640 - task: name: Translation nob-por type: translation args: nob-por dataset: name: flores200-devtest type: flores200-devtest args: nob-por metrics: - name: BLEU type: bleu value: 28.9 - name: chr-F type: chrf value: 0.56479 - task: name: Translation nob-spa type: translation args: nob-spa dataset: name: flores200-devtest type: flores200-devtest args: nob-spa metrics: - name: BLEU type: bleu value: 19.8 - name: chr-F type: chrf value: 0.48859 - task: name: Translation npi-deu type: translation args: npi-deu dataset: name: flores200-devtest type: flores200-devtest args: npi-deu metrics: - name: BLEU type: bleu value: 11.8 - name: chr-F type: chrf value: 0.41007 - task: name: Translation npi-eng type: translation args: npi-eng dataset: name: flores200-devtest type: flores200-devtest args: npi-eng metrics: - name: BLEU type: bleu value: 20.6 - name: chr-F type: chrf value: 0.49418 - task: name: Translation nso-eng type: translation args: nso-eng dataset: name: flores200-devtest type: flores200-devtest args: nso-eng metrics: - name: BLEU type: bleu value: 17.2 - name: chr-F type: chrf value: 0.40320 - task: name: Translation nya-eng type: translation args: nya-eng dataset: name: flores200-devtest type: flores200-devtest args: nya-eng metrics: - name: BLEU type: bleu value: 13.2 - name: chr-F type: chrf value: 0.36531 - task: name: Translation oci-deu type: translation args: oci-deu dataset: name: flores200-devtest type: flores200-devtest args: oci-deu metrics: - name: BLEU type: bleu value: 23.1 - name: chr-F type: chrf value: 0.53449 - task: name: Translation oci-spa type: translation args: oci-spa dataset: name: flores200-devtest type: flores200-devtest args: oci-spa metrics: - name: BLEU type: bleu value: 20.2 - name: chr-F type: chrf value: 0.50129 - task: name: Translation pag-fra type: translation args: pag-fra dataset: name: flores200-devtest type: flores200-devtest args: pag-fra metrics: - name: BLEU type: bleu value: 13.1 - name: chr-F type: chrf value: 0.38586 - task: name: Translation pag-por type: translation args: pag-por dataset: name: flores200-devtest type: flores200-devtest args: pag-por metrics: - name: BLEU type: bleu value: 14.4 - name: chr-F type: chrf value: 0.39140 - task: name: Translation pag-spa type: translation args: pag-spa dataset: name: flores200-devtest type: flores200-devtest args: pag-spa metrics: - name: BLEU type: bleu value: 11.0 - name: chr-F type: chrf value: 0.35712 - task: name: Translation pan-deu type: translation args: pan-deu dataset: name: flores200-devtest type: flores200-devtest args: pan-deu metrics: - name: BLEU type: bleu value: 10.0 - name: chr-F type: chrf value: 0.38058 - task: name: Translation pan-eng type: translation args: pan-eng dataset: name: flores200-devtest type: flores200-devtest args: pan-eng metrics: - name: BLEU type: bleu value: 15.1 - name: chr-F type: chrf value: 0.44813 - task: name: Translation pan-fra type: translation args: pan-fra dataset: name: flores200-devtest type: flores200-devtest args: pan-fra metrics: - name: BLEU type: bleu value: 14.4 - name: chr-F type: chrf value: 0.40807 - task: name: Translation pan-por type: translation args: pan-por dataset: name: flores200-devtest type: flores200-devtest args: pan-por metrics: - name: BLEU type: bleu value: 12.9 - name: chr-F type: chrf value: 0.39591 - task: name: Translation pan-spa type: translation args: pan-spa dataset: name: flores200-devtest type: flores200-devtest args: pan-spa metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.36631 - task: name: Translation pap-deu type: translation args: pap-deu dataset: name: flores200-devtest type: flores200-devtest args: pap-deu metrics: - name: BLEU type: bleu value: 19.3 - name: chr-F type: chrf value: 0.49116 - task: name: Translation pap-eng type: translation args: pap-eng dataset: name: flores200-devtest type: flores200-devtest args: pap-eng metrics: - name: BLEU type: bleu value: 37.6 - name: chr-F type: chrf value: 0.63771 - task: name: Translation pap-fra type: translation args: pap-fra dataset: name: flores200-devtest type: flores200-devtest args: pap-fra metrics: - name: BLEU type: bleu value: 27.3 - name: chr-F type: chrf value: 0.54728 - task: name: Translation pap-por type: translation args: pap-por dataset: name: flores200-devtest type: flores200-devtest args: pap-por metrics: - name: BLEU type: bleu value: 29.0 - name: chr-F type: chrf value: 0.55832 - task: name: Translation pap-spa type: translation args: pap-spa dataset: name: flores200-devtest type: flores200-devtest args: pap-spa metrics: - name: BLEU type: bleu value: 19.0 - name: chr-F type: chrf value: 0.47334 - task: name: Translation pes-deu type: translation args: pes-deu dataset: name: flores200-devtest type: flores200-devtest args: pes-deu metrics: - name: BLEU type: bleu value: 17.9 - name: chr-F type: chrf value: 0.47708 - task: name: Translation pes-eng type: translation args: pes-eng dataset: name: flores200-devtest type: flores200-devtest args: pes-eng metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.55400 - task: name: Translation pes-fra type: translation args: pes-fra dataset: name: flores200-devtest type: flores200-devtest args: pes-fra metrics: - name: BLEU type: bleu value: 24.3 - name: chr-F type: chrf value: 0.51858 - task: name: Translation pes-por type: translation args: pes-por dataset: name: flores200-devtest type: flores200-devtest args: pes-por metrics: - name: BLEU type: bleu value: 22.8 - name: chr-F type: chrf value: 0.50867 - task: name: Translation pes-spa type: translation args: pes-spa dataset: name: flores200-devtest type: flores200-devtest args: pes-spa metrics: - name: BLEU type: bleu value: 16.3 - name: chr-F type: chrf value: 0.44988 - task: name: Translation plt-eng type: translation args: plt-eng dataset: name: flores200-devtest type: flores200-devtest args: plt-eng metrics: - name: BLEU type: bleu value: 16.5 - name: chr-F type: chrf value: 0.42666 - task: name: Translation plt-fra type: translation args: plt-fra dataset: name: flores200-devtest type: flores200-devtest args: plt-fra metrics: - name: BLEU type: bleu value: 15.3 - name: chr-F type: chrf value: 0.40604 - task: name: Translation plt-por type: translation args: plt-por dataset: name: flores200-devtest type: flores200-devtest args: plt-por metrics: - name: BLEU type: bleu value: 12.7 - name: chr-F type: chrf value: 0.37706 - task: name: Translation plt-spa type: translation args: plt-spa dataset: name: flores200-devtest type: flores200-devtest args: plt-spa metrics: - name: BLEU type: bleu value: 10.7 - name: chr-F type: chrf value: 0.35246 - task: name: Translation pol-deu type: translation args: pol-deu dataset: name: flores200-devtest type: flores200-devtest args: pol-deu metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.48933 - task: name: Translation pol-eng type: translation args: pol-eng dataset: name: flores200-devtest type: flores200-devtest args: pol-eng metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.53490 - task: name: Translation pol-fra type: translation args: pol-fra dataset: name: flores200-devtest type: flores200-devtest args: pol-fra metrics: - name: BLEU type: bleu value: 24.5 - name: chr-F type: chrf value: 0.53036 - task: name: Translation pol-por type: translation args: pol-por dataset: name: flores200-devtest type: flores200-devtest args: pol-por metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.50576 - task: name: Translation pol-spa type: translation args: pol-spa dataset: name: flores200-devtest type: flores200-devtest args: pol-spa metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.46596 - task: name: Translation por-deu type: translation args: por-deu dataset: name: flores200-devtest type: flores200-devtest args: por-deu metrics: - name: BLEU type: bleu value: 25.9 - name: chr-F type: chrf value: 0.55612 - task: name: Translation por-eng type: translation args: por-eng dataset: name: flores200-devtest type: flores200-devtest args: por-eng metrics: - name: BLEU type: bleu value: 43.6 - name: chr-F type: chrf value: 0.68137 - task: name: Translation por-fra type: translation args: por-fra dataset: name: flores200-devtest type: flores200-devtest args: por-fra metrics: - name: BLEU type: bleu value: 37.3 - name: chr-F type: chrf value: 0.62509 - task: name: Translation por-spa type: translation args: por-spa dataset: name: flores200-devtest type: flores200-devtest args: por-spa metrics: - name: BLEU type: bleu value: 24.1 - name: chr-F type: chrf value: 0.52540 - task: name: Translation prs-deu type: translation args: prs-deu dataset: name: flores200-devtest type: flores200-devtest args: prs-deu metrics: - name: BLEU type: bleu value: 17.6 - name: chr-F type: chrf value: 0.46660 - task: name: Translation prs-eng type: translation args: prs-eng dataset: name: flores200-devtest type: flores200-devtest args: prs-eng metrics: - name: BLEU type: bleu value: 28.1 - name: chr-F type: chrf value: 0.54932 - task: name: Translation prs-fra type: translation args: prs-fra dataset: name: flores200-devtest type: flores200-devtest args: prs-fra metrics: - name: BLEU type: bleu value: 23.5 - name: chr-F type: chrf value: 0.50825 - task: name: Translation prs-por type: translation args: prs-por dataset: name: flores200-devtest type: flores200-devtest args: prs-por metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.50179 - task: name: Translation prs-spa type: translation args: prs-spa dataset: name: flores200-devtest type: flores200-devtest args: prs-spa metrics: - name: BLEU type: bleu value: 16.1 - name: chr-F type: chrf value: 0.44000 - task: name: Translation ron-deu type: translation args: ron-deu dataset: name: flores200-devtest type: flores200-devtest args: ron-deu metrics: - name: BLEU type: bleu value: 24.7 - name: chr-F type: chrf value: 0.54879 - task: name: Translation ron-eng type: translation args: ron-eng dataset: name: flores200-devtest type: flores200-devtest args: ron-eng metrics: - name: BLEU type: bleu value: 37.2 - name: chr-F type: chrf value: 0.64557 - task: name: Translation ron-fra type: translation args: ron-fra dataset: name: flores200-devtest type: flores200-devtest args: ron-fra metrics: - name: BLEU type: bleu value: 34.7 - name: chr-F type: chrf value: 0.61341 - task: name: Translation ron-por type: translation args: ron-por dataset: name: flores200-devtest type: flores200-devtest args: ron-por metrics: - name: BLEU type: bleu value: 32.8 - name: chr-F type: chrf value: 0.60040 - task: name: Translation ron-spa type: translation args: ron-spa dataset: name: flores200-devtest type: flores200-devtest args: ron-spa metrics: - name: BLEU type: bleu value: 22.8 - name: chr-F type: chrf value: 0.51475 - task: name: Translation run-eng type: translation args: run-eng dataset: name: flores200-devtest type: flores200-devtest args: run-eng metrics: - name: BLEU type: bleu value: 14.1 - name: chr-F type: chrf value: 0.39042 - task: name: Translation run-fra type: translation args: run-fra dataset: name: flores200-devtest type: flores200-devtest args: run-fra metrics: - name: BLEU type: bleu value: 12.6 - name: chr-F type: chrf value: 0.36822 - task: name: Translation run-por type: translation args: run-por dataset: name: flores200-devtest type: flores200-devtest args: run-por metrics: - name: BLEU type: bleu value: 11.6 - name: chr-F type: chrf value: 0.35360 - task: name: Translation run-spa type: translation args: run-spa dataset: name: flores200-devtest type: flores200-devtest args: run-spa metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.33645 - task: name: Translation rus-deu type: translation args: rus-deu dataset: name: flores200-devtest type: flores200-devtest args: rus-deu metrics: - name: BLEU type: bleu value: 20.8 - name: chr-F type: chrf value: 0.51905 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: flores200-devtest type: flores200-devtest args: rus-eng metrics: - name: BLEU type: bleu value: 28.8 - name: chr-F type: chrf value: 0.57662 - task: name: Translation rus-fra type: translation args: rus-fra dataset: name: flores200-devtest type: flores200-devtest args: rus-fra metrics: - name: BLEU type: bleu value: 27.9 - name: chr-F type: chrf value: 0.55678 - task: name: Translation rus-por type: translation args: rus-por dataset: name: flores200-devtest type: flores200-devtest args: rus-por metrics: - name: BLEU type: bleu value: 25.5 - name: chr-F type: chrf value: 0.53912 - task: name: Translation rus-spa type: translation args: rus-spa dataset: name: flores200-devtest type: flores200-devtest args: rus-spa metrics: - name: BLEU type: bleu value: 19.2 - name: chr-F type: chrf value: 0.47828 - task: name: Translation slv-eng type: translation args: slv-eng dataset: name: flores200-devtest type: flores200-devtest args: slv-eng metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.57057 - task: name: Translation slv-fra type: translation args: slv-fra dataset: name: flores200-devtest type: flores200-devtest args: slv-fra metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.55067 - task: name: Translation slv-por type: translation args: slv-por dataset: name: flores200-devtest type: flores200-devtest args: slv-por metrics: - name: BLEU type: bleu value: 25.1 - name: chr-F type: chrf value: 0.53086 - task: name: Translation slv-spa type: translation args: slv-spa dataset: name: flores200-devtest type: flores200-devtest args: slv-spa metrics: - name: BLEU type: bleu value: 18.7 - name: chr-F type: chrf value: 0.47518 - task: name: Translation afr-fra type: translation args: afr-fra dataset: name: flores101-devtest type: flores_101 args: afr fra devtest metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.57150 - task: name: Translation afr-por type: translation args: afr-por dataset: name: flores101-devtest type: flores_101 args: afr por devtest metrics: - name: BLEU type: bleu value: 29.7 - name: chr-F type: chrf value: 0.56505 - task: name: Translation afr-spa type: translation args: afr-spa dataset: name: flores101-devtest type: flores_101 args: afr spa devtest metrics: - name: BLEU type: bleu value: 19.3 - name: chr-F type: chrf value: 0.47939 - task: name: Translation amh-eng type: translation args: amh-eng dataset: name: flores101-devtest type: flores_101 args: amh eng devtest metrics: - name: BLEU type: bleu value: 10.6 - name: chr-F type: chrf value: 0.36406 - task: name: Translation ara-eng type: translation args: ara-eng dataset: name: flores101-devtest type: flores_101 args: ara eng devtest metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.55947 - task: name: Translation ara-fra type: translation args: ara-fra dataset: name: flores101-devtest type: flores_101 args: ara fra devtest metrics: - name: BLEU type: bleu value: 24.4 - name: chr-F type: chrf value: 0.52333 - task: name: Translation bel-eng type: translation args: bel-eng dataset: name: flores101-devtest type: flores_101 args: bel eng devtest metrics: - name: BLEU type: bleu value: 12.7 - name: chr-F type: chrf value: 0.45285 - task: name: Translation bel-por type: translation args: bel-por dataset: name: flores101-devtest type: flores_101 args: bel por devtest metrics: - 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name: BLEU type: bleu value: 22.3 - name: chr-F type: chrf value: 0.50800 - task: name: Translation bul-spa type: translation args: bul-spa dataset: name: ntrex128 type: ntrex128 args: bul-spa metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.53009 - task: name: Translation cat-deu type: translation args: cat-deu dataset: name: ntrex128 type: ntrex128 args: cat-deu metrics: - name: BLEU type: bleu value: 20.6 - name: chr-F type: chrf value: 0.50784 - task: name: Translation cat-eng type: translation args: cat-eng dataset: name: ntrex128 type: ntrex128 args: cat-eng metrics: - name: BLEU type: bleu value: 31.7 - name: chr-F type: chrf value: 0.59903 - task: name: Translation cat-fra type: translation args: cat-fra dataset: name: ntrex128 type: ntrex128 args: cat-fra metrics: - name: BLEU type: bleu value: 25.9 - name: chr-F type: chrf value: 0.54239 - task: name: Translation cat-por type: translation args: cat-por dataset: name: ntrex128 type: ntrex128 args: cat-por metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.55184 - task: name: Translation cat-spa type: translation args: cat-spa dataset: name: ntrex128 type: ntrex128 args: cat-spa metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.60628 - task: name: Translation ces-deu type: translation args: ces-deu dataset: name: ntrex128 type: ntrex128 args: ces-deu metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.50833 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: ntrex128 type: ntrex128 args: ces-eng metrics: - name: BLEU type: bleu value: 29.9 - name: chr-F type: chrf value: 0.58185 - task: name: Translation ces-fra type: translation args: ces-fra dataset: name: ntrex128 type: ntrex128 args: ces-fra metrics: - name: BLEU type: bleu value: 23.9 - name: chr-F type: chrf value: 0.52110 - task: name: Translation ces-por type: translation args: ces-por dataset: name: ntrex128 type: ntrex128 args: ces-por metrics: - name: BLEU type: bleu value: 22.2 - name: chr-F type: chrf value: 0.50726 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: ntrex128 type: ntrex128 args: ces-spa metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.53301 - task: name: Translation cym-deu type: translation args: cym-deu dataset: name: ntrex128 type: ntrex128 args: cym-deu metrics: - name: BLEU type: bleu value: 14.4 - name: chr-F type: chrf value: 0.41859 - task: name: Translation cym-eng type: translation args: cym-eng dataset: name: ntrex128 type: ntrex128 args: cym-eng metrics: - name: BLEU type: bleu value: 26.7 - name: chr-F type: chrf value: 0.52770 - task: name: Translation cym-fra type: translation args: cym-fra dataset: name: ntrex128 type: ntrex128 args: cym-fra metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.44433 - task: name: Translation cym-por type: translation args: cym-por dataset: name: ntrex128 type: ntrex128 args: cym-por metrics: - name: BLEU type: bleu value: 16.4 - name: chr-F type: chrf value: 0.42658 - task: name: Translation cym-spa type: translation args: cym-spa dataset: name: ntrex128 type: ntrex128 args: cym-spa metrics: - name: BLEU type: bleu value: 21.0 - name: chr-F type: chrf value: 0.45942 - task: name: Translation dan-deu type: translation args: dan-deu dataset: name: ntrex128 type: ntrex128 args: dan-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.51512 - task: name: Translation dan-eng type: translation args: dan-eng dataset: name: ntrex128 type: ntrex128 args: dan-eng metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.60259 - task: name: Translation dan-fra type: translation args: dan-fra dataset: name: ntrex128 type: ntrex128 args: dan-fra metrics: - name: BLEU type: bleu value: 23.6 - name: chr-F type: chrf value: 0.51370 - task: name: Translation dan-por type: translation args: dan-por dataset: name: ntrex128 type: ntrex128 args: dan-por metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.51423 - task: name: Translation dan-spa type: translation args: dan-spa dataset: name: ntrex128 type: ntrex128 args: dan-spa metrics: - name: BLEU type: bleu value: 27.6 - name: chr-F type: chrf value: 0.53528 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: ntrex128 type: ntrex128 args: deu-eng metrics: - name: BLEU type: bleu value: 30.4 - name: chr-F type: chrf value: 0.58787 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: ntrex128 type: ntrex128 args: deu-fra metrics: - name: BLEU type: bleu value: 25.0 - name: chr-F type: chrf value: 0.52764 - task: name: Translation deu-por type: translation args: deu-por dataset: name: ntrex128 type: ntrex128 args: deu-por metrics: - name: BLEU type: bleu value: 23.6 - name: chr-F type: chrf value: 0.52135 - task: name: Translation deu-spa type: translation args: deu-spa dataset: name: ntrex128 type: ntrex128 args: deu-spa metrics: - name: BLEU type: bleu value: 27.6 - name: chr-F type: chrf value: 0.54183 - task: name: Translation ell-deu type: translation args: ell-deu dataset: name: ntrex128 type: ntrex128 args: ell-deu metrics: - name: BLEU type: bleu value: 18.4 - name: chr-F type: chrf value: 0.48157 - task: name: Translation ell-eng type: translation args: ell-eng dataset: name: ntrex128 type: ntrex128 args: ell-eng metrics: - name: BLEU type: bleu value: 29.6 - name: chr-F type: chrf value: 0.56388 - task: name: Translation ell-fra type: translation args: ell-fra dataset: name: ntrex128 type: ntrex128 args: ell-fra metrics: - name: BLEU type: bleu value: 22.3 - name: chr-F type: chrf value: 0.50285 - task: name: Translation ell-por type: translation args: ell-por dataset: name: ntrex128 type: ntrex128 args: ell-por metrics: - name: BLEU type: bleu value: 23.5 - name: chr-F type: chrf value: 0.50226 - task: name: Translation ell-spa type: translation args: ell-spa dataset: name: ntrex128 type: ntrex128 args: ell-spa metrics: - name: BLEU type: bleu value: 26.7 - name: chr-F type: chrf value: 0.52469 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: ntrex128 type: ntrex128 args: eng-deu metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.55255 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: ntrex128 type: ntrex128 args: eng-fra metrics: - name: BLEU type: bleu value: 31.5 - name: chr-F type: chrf value: 0.58111 - task: name: Translation eng-por type: translation args: eng-por dataset: name: ntrex128 type: ntrex128 args: eng-por metrics: - name: BLEU type: bleu value: 31.0 - name: chr-F type: chrf value: 0.57731 - task: name: Translation eng-spa type: translation args: eng-spa dataset: name: ntrex128 type: ntrex128 args: eng-spa metrics: - name: BLEU type: bleu value: 36.0 - name: chr-F type: chrf value: 0.60903 - task: name: Translation est-deu type: translation args: est-deu dataset: name: ntrex128 type: ntrex128 args: est-deu metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.47614 - task: name: Translation est-eng type: translation args: est-eng dataset: name: ntrex128 type: ntrex128 args: est-eng metrics: - name: BLEU type: bleu value: 25.3 - name: chr-F type: chrf value: 0.54290 - task: name: Translation est-fra type: translation args: est-fra dataset: name: ntrex128 type: ntrex128 args: est-fra metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.49258 - task: name: Translation est-por type: translation args: est-por dataset: name: ntrex128 type: ntrex128 args: est-por metrics: - name: BLEU type: bleu value: 19.4 - name: chr-F type: chrf value: 0.47893 - task: name: Translation est-spa type: translation args: est-spa dataset: name: ntrex128 type: ntrex128 args: est-spa metrics: - name: BLEU type: bleu value: 23.7 - name: chr-F type: chrf value: 0.50947 - task: name: Translation eus-deu type: translation args: eus-deu dataset: name: ntrex128 type: ntrex128 args: eus-deu metrics: - name: BLEU type: bleu value: 13.4 - name: chr-F type: chrf value: 0.42792 - task: name: Translation eus-eng type: translation args: eus-eng dataset: name: ntrex128 type: ntrex128 args: eus-eng metrics: - name: BLEU type: bleu value: 20.7 - name: chr-F type: chrf value: 0.49242 - task: name: Translation eus-fra type: translation args: eus-fra dataset: name: ntrex128 type: ntrex128 args: eus-fra metrics: - name: BLEU type: bleu value: 17.8 - name: chr-F type: chrf value: 0.45518 - task: name: Translation eus-por type: translation args: eus-por dataset: name: ntrex128 type: ntrex128 args: eus-por metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.45450 - task: name: Translation eus-spa type: translation args: eus-spa dataset: name: ntrex128 type: ntrex128 args: eus-spa metrics: - name: BLEU type: bleu value: 21.7 - name: chr-F type: chrf value: 0.48737 - task: name: Translation fao-deu type: translation args: fao-deu dataset: name: ntrex128 type: ntrex128 args: fao-deu metrics: - name: BLEU type: bleu value: 12.6 - name: chr-F type: chrf value: 0.39151 - task: name: Translation fao-eng type: translation args: fao-eng dataset: name: ntrex128 type: ntrex128 args: fao-eng metrics: - name: BLEU type: bleu value: 21.6 - name: chr-F type: chrf value: 0.45401 - task: name: Translation fao-fra type: translation args: fao-fra dataset: name: ntrex128 type: ntrex128 args: fao-fra metrics: - name: BLEU type: bleu value: 15.0 - name: chr-F type: chrf value: 0.38961 - task: name: Translation fao-por type: translation args: fao-por dataset: name: ntrex128 type: ntrex128 args: fao-por metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.38189 - task: name: Translation fao-spa type: translation args: fao-spa dataset: name: ntrex128 type: ntrex128 args: fao-spa metrics: - name: BLEU type: bleu value: 16.2 - name: chr-F type: chrf value: 0.40129 - task: name: Translation fas-deu type: translation args: fas-deu dataset: name: ntrex128 type: ntrex128 args: fas-deu metrics: - name: BLEU type: bleu value: 13.4 - name: chr-F type: chrf value: 0.44078 - task: name: Translation fas-eng type: translation args: fas-eng dataset: name: ntrex128 type: ntrex128 args: fas-eng metrics: - name: BLEU type: bleu value: 20.9 - name: chr-F type: chrf value: 0.50749 - task: name: Translation fas-fra type: translation args: fas-fra dataset: name: ntrex128 type: ntrex128 args: fas-fra metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.46234 - task: name: Translation fas-por type: translation args: fas-por dataset: name: ntrex128 type: ntrex128 args: fas-por metrics: - name: BLEU type: bleu value: 16.5 - name: chr-F type: chrf value: 0.44990 - task: name: Translation fas-spa type: translation args: fas-spa dataset: name: ntrex128 type: ntrex128 args: fas-spa metrics: - name: BLEU type: bleu value: 19.8 - name: chr-F type: chrf value: 0.47415 - task: name: Translation fij-eng type: translation args: fij-eng dataset: name: ntrex128 type: ntrex128 args: fij-eng metrics: - name: BLEU type: bleu value: 12.8 - name: chr-F type: chrf value: 0.35901 - task: name: Translation fil-deu type: translation args: fil-deu dataset: name: ntrex128 type: ntrex128 args: fil-deu metrics: - name: BLEU type: bleu value: 17.0 - name: chr-F type: chrf value: 0.45874 - task: name: Translation fil-eng type: translation args: fil-eng dataset: name: ntrex128 type: ntrex128 args: fil-eng metrics: - name: BLEU type: bleu value: 35.9 - name: chr-F type: chrf value: 0.59882 - task: name: Translation fil-fra type: translation args: fil-fra dataset: name: ntrex128 type: ntrex128 args: fil-fra metrics: - name: BLEU type: bleu value: 21.2 - name: chr-F type: chrf value: 0.48281 - task: name: Translation fil-por type: translation args: fil-por dataset: name: ntrex128 type: ntrex128 args: fil-por metrics: - name: BLEU type: bleu value: 21.3 - name: chr-F type: chrf value: 0.47948 - task: name: Translation fil-spa type: translation args: fil-spa dataset: name: ntrex128 type: ntrex128 args: fil-spa metrics: - name: BLEU type: bleu value: 24.7 - name: chr-F type: chrf value: 0.50214 - task: name: Translation fin-deu type: translation args: fin-deu dataset: name: ntrex128 type: ntrex128 args: fin-deu metrics: - name: BLEU type: bleu value: 15.8 - name: chr-F type: chrf value: 0.46233 - task: name: Translation fin-eng type: translation args: fin-eng dataset: name: ntrex128 type: ntrex128 args: fin-eng metrics: - name: BLEU type: bleu value: 22.3 - name: chr-F type: chrf value: 0.51653 - task: name: Translation fin-fra type: translation args: fin-fra dataset: name: ntrex128 type: ntrex128 args: fin-fra metrics: - name: BLEU type: bleu value: 19.3 - name: chr-F type: chrf value: 0.47519 - task: name: Translation fin-por type: translation args: fin-por dataset: name: ntrex128 type: ntrex128 args: fin-por metrics: - name: BLEU type: bleu value: 18.2 - name: chr-F type: chrf value: 0.47136 - task: name: Translation fin-spa type: translation args: fin-spa dataset: name: ntrex128 type: ntrex128 args: fin-spa metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.49105 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: ntrex128 type: ntrex128 args: fra-deu metrics: - name: BLEU type: bleu value: 20.2 - name: chr-F type: chrf value: 0.49992 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: ntrex128 type: ntrex128 args: fra-eng metrics: - name: BLEU type: bleu value: 30.3 - name: chr-F type: chrf value: 0.58050 - task: name: Translation fra-por type: translation args: fra-por dataset: name: ntrex128 type: ntrex128 args: fra-por metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.52964 - task: name: Translation fra-spa type: translation args: fra-spa dataset: name: ntrex128 type: ntrex128 args: fra-spa metrics: - name: BLEU type: bleu value: 28.9 - name: chr-F type: chrf value: 0.55325 - task: name: Translation gle-deu type: translation args: gle-deu dataset: name: ntrex128 type: ntrex128 args: gle-deu metrics: - 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name: BLEU type: bleu value: 20.3 - name: chr-F type: chrf value: 0.50745 - task: name: Translation glg-eng type: translation args: glg-eng dataset: name: ntrex128 type: ntrex128 args: glg-eng metrics: - name: BLEU type: bleu value: 34.2 - name: chr-F type: chrf value: 0.61075 - task: name: Translation glg-fra type: translation args: glg-fra dataset: name: ntrex128 type: ntrex128 args: glg-fra metrics: - name: BLEU type: bleu value: 25.8 - name: chr-F type: chrf value: 0.53952 - task: name: Translation glg-por type: translation args: glg-por dataset: name: ntrex128 type: ntrex128 args: glg-por metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.55664 - task: name: Translation glg-spa type: translation args: glg-spa dataset: name: ntrex128 type: ntrex128 args: glg-spa metrics: - name: BLEU type: bleu value: 36.1 - name: chr-F type: chrf value: 0.61214 - task: name: Translation guj-eng type: translation args: guj-eng dataset: name: ntrex128 type: ntrex128 args: guj-eng metrics: - 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name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.43466 - task: name: Translation hin-spa type: translation args: hin-spa dataset: name: ntrex128 type: ntrex128 args: hin-spa metrics: - name: BLEU type: bleu value: 18.6 - name: chr-F type: chrf value: 0.46019 - task: name: Translation hrv-deu type: translation args: hrv-deu dataset: name: ntrex128 type: ntrex128 args: hrv-deu metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.51370 - task: name: Translation hrv-eng type: translation args: hrv-eng dataset: name: ntrex128 type: ntrex128 args: hrv-eng metrics: - name: BLEU type: bleu value: 30.9 - name: chr-F type: chrf value: 0.59129 - task: name: Translation hrv-fra type: translation args: hrv-fra dataset: name: ntrex128 type: ntrex128 args: hrv-fra metrics: - name: BLEU type: bleu value: 25.5 - name: chr-F type: chrf value: 0.53330 - task: name: Translation hrv-por type: translation args: hrv-por dataset: name: ntrex128 type: ntrex128 args: hrv-por metrics: - name: BLEU type: bleu value: 24.2 - name: chr-F type: chrf value: 0.52485 - task: name: Translation hrv-spa type: translation args: hrv-spa dataset: name: ntrex128 type: ntrex128 args: hrv-spa metrics: - name: BLEU type: bleu value: 27.8 - name: chr-F type: chrf value: 0.54681 - task: name: Translation hun-deu type: translation args: hun-deu dataset: name: ntrex128 type: ntrex128 args: hun-deu metrics: - name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.45105 - task: name: Translation hun-eng type: translation args: hun-eng dataset: name: ntrex128 type: ntrex128 args: hun-eng metrics: - name: BLEU type: bleu value: 19.0 - name: chr-F type: chrf value: 0.49083 - task: name: Translation hun-fra type: translation args: hun-fra dataset: name: ntrex128 type: ntrex128 args: hun-fra metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.46131 - task: name: Translation hun-por type: translation args: hun-por dataset: name: ntrex128 type: ntrex128 args: hun-por metrics: - name: BLEU type: bleu value: 16.9 - name: chr-F type: chrf value: 0.45430 - task: name: Translation hun-spa type: translation args: hun-spa dataset: name: ntrex128 type: ntrex128 args: hun-spa metrics: - name: BLEU type: bleu value: 20.5 - name: chr-F type: chrf value: 0.47514 - task: name: Translation hye-deu type: translation args: hye-deu dataset: name: ntrex128 type: ntrex128 args: hye-deu metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.37857 - task: name: Translation hye-eng type: translation args: hye-eng dataset: name: ntrex128 type: ntrex128 args: hye-eng metrics: - name: BLEU type: bleu value: 14.1 - name: chr-F type: chrf value: 0.42795 - task: name: Translation hye-fra type: translation args: hye-fra dataset: name: ntrex128 type: ntrex128 args: hye-fra metrics: - name: BLEU type: bleu value: 13.9 - name: chr-F type: chrf value: 0.39458 - task: name: Translation hye-por type: translation args: hye-por dataset: name: ntrex128 type: ntrex128 args: hye-por metrics: - name: BLEU type: bleu value: 11.6 - name: chr-F type: chrf value: 0.38296 - task: name: Translation hye-spa type: translation args: hye-spa dataset: name: ntrex128 type: ntrex128 args: hye-spa metrics: - name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.40709 - task: name: Translation ibo-eng type: translation args: ibo-eng dataset: name: ntrex128 type: ntrex128 args: ibo-eng metrics: - name: BLEU type: bleu value: 15.1 - name: chr-F type: chrf value: 0.39247 - task: name: Translation ibo-fra type: translation args: ibo-fra dataset: name: ntrex128 type: ntrex128 args: ibo-fra metrics: - name: BLEU type: bleu value: 11.3 - name: chr-F type: chrf value: 0.34900 - task: name: Translation ibo-por type: translation args: ibo-por dataset: name: ntrex128 type: ntrex128 args: ibo-por metrics: - name: BLEU type: bleu value: 10.3 - name: chr-F type: chrf value: 0.33478 - task: name: Translation ibo-spa type: translation args: ibo-spa dataset: name: ntrex128 type: ntrex128 args: ibo-spa metrics: - name: BLEU type: bleu value: 12.2 - name: chr-F type: chrf value: 0.35356 - task: name: Translation ind-deu type: translation args: ind-deu dataset: name: ntrex128 type: ntrex128 args: ind-deu metrics: - name: BLEU type: bleu value: 17.9 - name: chr-F type: chrf value: 0.48605 - task: name: Translation ind-eng type: translation args: ind-eng dataset: name: ntrex128 type: ntrex128 args: ind-eng metrics: - name: BLEU type: bleu value: 34.6 - name: chr-F type: chrf value: 0.61861 - task: name: Translation ind-fra type: translation args: ind-fra dataset: name: ntrex128 type: ntrex128 args: ind-fra metrics: - name: BLEU type: bleu value: 22.5 - name: chr-F type: chrf value: 0.50741 - task: name: Translation ind-por type: translation args: ind-por dataset: name: ntrex128 type: ntrex128 args: ind-por metrics: - name: BLEU type: bleu value: 22.2 - name: chr-F type: chrf value: 0.50279 - task: name: Translation ind-spa type: translation args: ind-spa dataset: name: ntrex128 type: ntrex128 args: ind-spa metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.52849 - task: name: Translation isl-deu type: translation args: isl-deu dataset: name: ntrex128 type: ntrex128 args: isl-deu metrics: - name: BLEU type: bleu value: 16.6 - name: chr-F type: chrf value: 0.44960 - task: name: Translation isl-eng type: translation args: isl-eng dataset: name: ntrex128 type: ntrex128 args: isl-eng metrics: - name: BLEU type: bleu value: 23.6 - name: chr-F type: chrf value: 0.50794 - task: name: Translation isl-fra type: translation args: isl-fra dataset: name: ntrex128 type: ntrex128 args: isl-fra metrics: - name: BLEU type: bleu value: 19.1 - name: chr-F type: chrf value: 0.46395 - task: name: Translation isl-por type: translation args: isl-por dataset: name: ntrex128 type: ntrex128 args: isl-por metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.45094 - task: name: Translation isl-spa type: translation args: isl-spa dataset: name: ntrex128 type: ntrex128 args: isl-spa metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.47760 - task: name: Translation ita-deu type: translation args: ita-deu dataset: name: ntrex128 type: ntrex128 args: ita-deu metrics: - name: BLEU type: bleu value: 21.3 - name: chr-F type: chrf value: 0.51269 - task: name: Translation ita-eng type: translation args: ita-eng dataset: name: ntrex128 type: ntrex128 args: ita-eng metrics: - name: BLEU type: bleu value: 34.4 - name: chr-F type: chrf value: 0.61055 - task: name: Translation ita-fra type: translation args: ita-fra dataset: name: ntrex128 type: ntrex128 args: ita-fra metrics: - name: BLEU type: bleu value: 27.6 - name: chr-F type: chrf value: 0.55388 - task: name: Translation ita-por type: translation args: ita-por dataset: name: ntrex128 type: ntrex128 args: ita-por metrics: - name: BLEU type: bleu value: 28.0 - name: chr-F type: chrf value: 0.55618 - task: name: Translation ita-spa type: translation args: ita-spa dataset: name: ntrex128 type: ntrex128 args: ita-spa metrics: - name: BLEU type: bleu value: 30.9 - name: chr-F type: chrf value: 0.57218 - task: name: Translation jpn-eng type: translation args: jpn-eng dataset: name: ntrex128 type: ntrex128 args: jpn-eng metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.42510 - task: name: Translation jpn-fra type: translation args: jpn-fra dataset: name: ntrex128 type: ntrex128 args: jpn-fra metrics: - name: BLEU type: bleu value: 11.3 - name: chr-F type: chrf value: 0.38325 - task: name: Translation jpn-por type: translation args: jpn-por dataset: name: ntrex128 type: ntrex128 args: jpn-por metrics: - name: BLEU type: bleu value: 11.0 - name: chr-F type: chrf value: 0.37880 - task: name: Translation jpn-spa type: translation args: jpn-spa dataset: name: ntrex128 type: ntrex128 args: jpn-spa metrics: - name: BLEU type: bleu value: 13.0 - name: chr-F type: chrf value: 0.39625 - task: name: Translation kan-eng type: translation args: kan-eng dataset: name: ntrex128 type: ntrex128 args: kan-eng metrics: - name: BLEU type: bleu value: 10.9 - name: chr-F type: chrf value: 0.39938 - task: name: Translation kat-eng type: translation args: kat-eng dataset: name: ntrex128 type: ntrex128 args: kat-eng metrics: - name: BLEU type: bleu value: 12.7 - name: chr-F type: chrf value: 0.40279 - task: name: Translation kat-fra type: translation args: kat-fra dataset: name: ntrex128 type: ntrex128 args: kat-fra metrics: - name: BLEU type: bleu value: 11.6 - name: chr-F type: chrf value: 0.37383 - task: name: Translation kat-por type: translation args: kat-por dataset: name: ntrex128 type: ntrex128 args: kat-por metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.36201 - task: name: Translation kat-spa type: translation args: kat-spa dataset: name: ntrex128 type: ntrex128 args: kat-spa metrics: - name: BLEU type: bleu value: 13.4 - name: chr-F type: chrf value: 0.38541 - task: name: Translation kaz-eng type: translation args: kaz-eng dataset: name: ntrex128 type: ntrex128 args: kaz-eng metrics: - name: BLEU type: bleu value: 13.7 - name: chr-F type: chrf value: 0.41891 - task: name: Translation kaz-fra type: translation args: kaz-fra dataset: name: ntrex128 type: ntrex128 args: kaz-fra metrics: - name: BLEU type: bleu value: 12.1 - name: chr-F type: chrf value: 0.38598 - task: name: Translation kaz-por type: translation args: kaz-por dataset: name: ntrex128 type: ntrex128 args: kaz-por metrics: - name: BLEU type: bleu value: 11.1 - name: chr-F type: chrf value: 0.37951 - task: name: Translation kaz-spa type: translation args: kaz-spa dataset: name: ntrex128 type: ntrex128 args: kaz-spa metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.40670 - task: name: Translation lav-deu type: translation args: lav-deu dataset: name: ntrex128 type: ntrex128 args: lav-deu metrics: - name: BLEU type: bleu value: 15.0 - name: chr-F type: chrf value: 0.46085 - task: name: Translation lav-eng type: translation args: lav-eng dataset: name: ntrex128 type: ntrex128 args: lav-eng metrics: - name: BLEU type: bleu value: 21.7 - name: chr-F type: chrf value: 0.52552 - task: name: Translation lav-fra type: translation args: lav-fra dataset: name: ntrex128 type: ntrex128 args: lav-fra metrics: - name: BLEU type: bleu value: 18.1 - name: chr-F type: chrf value: 0.47464 - task: name: Translation lav-por type: translation args: lav-por dataset: name: ntrex128 type: ntrex128 args: lav-por metrics: - name: BLEU type: bleu value: 16.4 - name: chr-F type: chrf value: 0.46459 - task: name: Translation lav-spa type: translation args: lav-spa dataset: name: ntrex128 type: ntrex128 args: lav-spa metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.48650 - task: name: Translation ltz-eng type: translation args: ltz-eng dataset: name: ntrex128 type: ntrex128 args: ltz-eng metrics: - name: BLEU type: bleu value: 27.8 - name: chr-F type: chrf value: 0.54302 - task: name: Translation ltz-por type: translation args: ltz-por dataset: name: ntrex128 type: ntrex128 args: ltz-por metrics: - name: BLEU type: bleu value: 18.2 - name: chr-F type: chrf value: 0.45079 - task: name: Translation mar-deu type: translation args: mar-deu dataset: name: ntrex128 type: ntrex128 args: mar-deu metrics: - name: BLEU type: bleu value: 10.3 - name: chr-F type: chrf value: 0.39440 - task: name: Translation mar-eng type: translation args: mar-eng dataset: name: ntrex128 type: ntrex128 args: mar-eng metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.47392 - task: name: Translation mar-fra type: translation args: mar-fra dataset: name: ntrex128 type: ntrex128 args: mar-fra metrics: - name: BLEU type: bleu value: 12.2 - name: chr-F type: chrf value: 0.39958 - task: name: Translation mar-por type: translation args: mar-por dataset: name: ntrex128 type: ntrex128 args: mar-por metrics: - name: BLEU type: bleu value: 11.2 - name: chr-F type: chrf value: 0.38074 - task: name: Translation mar-spa type: translation args: mar-spa dataset: name: ntrex128 type: ntrex128 args: mar-spa metrics: - name: BLEU type: bleu value: 14.9 - name: chr-F type: chrf value: 0.42040 - task: name: Translation mkd-deu type: translation args: mkd-deu dataset: name: ntrex128 type: ntrex128 args: mkd-deu metrics: - name: BLEU type: bleu value: 19.6 - name: chr-F type: chrf value: 0.50258 - task: name: Translation mkd-eng type: translation args: mkd-eng dataset: name: ntrex128 type: ntrex128 args: mkd-eng metrics: - name: BLEU type: bleu value: 32.3 - name: chr-F type: chrf value: 0.59926 - task: name: Translation mkd-fra type: translation args: mkd-fra dataset: name: ntrex128 type: ntrex128 args: mkd-fra metrics: - name: BLEU type: bleu value: 24.1 - name: chr-F type: chrf value: 0.52273 - task: name: Translation mkd-por type: translation args: mkd-por dataset: name: ntrex128 type: ntrex128 args: mkd-por metrics: - name: BLEU type: bleu value: 23.2 - name: chr-F type: chrf value: 0.51528 - task: name: Translation mkd-spa type: translation args: mkd-spa dataset: name: ntrex128 type: ntrex128 args: mkd-spa metrics: - name: BLEU type: bleu value: 27.6 - name: chr-F type: chrf value: 0.54270 - task: name: Translation mlg-eng type: translation args: mlg-eng dataset: name: ntrex128 type: ntrex128 args: mlg-eng metrics: - name: BLEU type: bleu value: 14.3 - name: chr-F type: chrf value: 0.41059 - task: name: Translation mlg-fra type: translation args: mlg-fra dataset: name: ntrex128 type: ntrex128 args: mlg-fra metrics: - name: BLEU type: bleu value: 13.2 - name: chr-F type: chrf value: 0.38717 - task: name: Translation mlg-por type: translation args: mlg-por dataset: name: ntrex128 type: ntrex128 args: mlg-por metrics: - name: BLEU type: bleu value: 11.2 - name: chr-F type: chrf value: 0.36465 - task: name: Translation mlg-spa type: translation args: mlg-spa dataset: name: ntrex128 type: ntrex128 args: mlg-spa metrics: - name: BLEU type: bleu value: 13.3 - name: chr-F type: chrf value: 0.38083 - task: name: Translation mlt-deu type: translation args: mlt-deu dataset: name: ntrex128 type: ntrex128 args: mlt-deu metrics: - name: BLEU type: bleu value: 19.6 - name: chr-F type: chrf value: 0.48680 - task: name: Translation mlt-eng type: translation args: mlt-eng dataset: name: ntrex128 type: ntrex128 args: mlt-eng metrics: - name: BLEU type: bleu value: 37.6 - name: chr-F type: chrf value: 0.63462 - task: name: Translation mlt-fra type: translation args: mlt-fra dataset: name: ntrex128 type: ntrex128 args: mlt-fra metrics: - name: BLEU type: bleu value: 24.8 - name: chr-F type: chrf value: 0.52138 - task: name: Translation mlt-por type: translation args: mlt-por dataset: name: ntrex128 type: ntrex128 args: mlt-por metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.51943 - task: name: Translation mlt-spa type: translation args: mlt-spa dataset: name: ntrex128 type: ntrex128 args: mlt-spa metrics: - name: BLEU type: bleu value: 28.0 - name: chr-F type: chrf value: 0.53967 - task: name: Translation mri-eng type: translation args: mri-eng dataset: name: ntrex128 type: ntrex128 args: mri-eng metrics: - name: BLEU type: bleu value: 13.6 - name: chr-F type: chrf value: 0.37240 - task: name: Translation mri-fra type: translation args: mri-fra dataset: name: ntrex128 type: ntrex128 args: mri-fra metrics: - name: BLEU type: bleu value: 10.4 - name: chr-F type: chrf value: 0.33709 - task: name: Translation mri-spa type: translation args: mri-spa dataset: name: ntrex128 type: ntrex128 args: mri-spa metrics: - name: BLEU type: bleu value: 11.7 - name: chr-F type: chrf value: 0.34550 - task: name: Translation msa-deu type: translation args: msa-deu dataset: name: ntrex128 type: ntrex128 args: msa-deu metrics: - name: BLEU type: bleu value: 16.7 - name: chr-F type: chrf value: 0.45669 - task: name: Translation msa-eng type: translation args: msa-eng dataset: name: ntrex128 type: ntrex128 args: msa-eng metrics: - name: BLEU type: bleu value: 31.9 - name: chr-F type: chrf value: 0.57773 - task: name: Translation msa-fra type: translation args: msa-fra dataset: name: ntrex128 type: ntrex128 args: msa-fra metrics: - name: BLEU type: bleu value: 20.1 - name: chr-F type: chrf value: 0.47740 - task: name: Translation nld-fra type: translation args: nld-fra dataset: name: ntrex128 type: ntrex128 args: nld-fra metrics: - name: BLEU type: bleu value: 25.0 - name: chr-F type: chrf value: 0.53426 - task: name: Translation nld-spa type: translation args: nld-spa dataset: name: ntrex128 type: ntrex128 args: nld-spa metrics: - name: BLEU type: bleu value: 29.3 - name: chr-F type: chrf value: 0.55158 - task: name: Translation nno-por type: translation args: nno-por dataset: name: ntrex128 type: ntrex128 args: nno-por metrics: - name: BLEU type: bleu value: 23.1 - name: chr-F type: chrf value: 0.50504 - task: name: Translation nno-spa type: translation args: nno-spa dataset: name: ntrex128 type: ntrex128 args: nno-spa metrics: - name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.53069 - task: name: Translation nob-fra type: translation args: nob-fra dataset: name: ntrex128 type: ntrex128 args: nob-fra metrics: - name: BLEU type: bleu value: 25.8 - name: chr-F type: chrf value: 0.53221 - task: name: Translation nob-por type: translation args: nob-por dataset: name: ntrex128 type: ntrex128 args: nob-por metrics: - name: BLEU type: bleu value: 24.9 - name: chr-F type: chrf value: 0.52513 - task: name: Translation nso-eng type: translation args: nso-eng dataset: name: ntrex128 type: ntrex128 args: nso-eng metrics: - name: BLEU type: bleu value: 14.6 - name: chr-F type: chrf value: 0.39117 - task: name: Translation nya-por type: translation args: nya-por dataset: name: ntrex128 type: ntrex128 args: nya-por metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.32240 - task: name: Translation pan-eng type: translation args: pan-eng dataset: name: ntrex128 type: ntrex128 args: pan-eng metrics: - name: BLEU type: bleu value: 13.5 - name: chr-F type: chrf value: 0.42669 - task: name: Translation pan-fra type: translation args: pan-fra dataset: name: ntrex128 type: ntrex128 args: pan-fra metrics: - name: BLEU type: bleu value: 10.5 - name: chr-F type: chrf value: 0.35819 - task: name: Translation pan-spa type: translation args: pan-spa dataset: name: ntrex128 type: ntrex128 args: pan-spa metrics: - name: BLEU type: bleu value: 11.0 - name: chr-F type: chrf value: 0.37156 - task: name: Translation pol-deu type: translation args: pol-deu dataset: name: ntrex128 type: ntrex128 args: pol-deu metrics: - name: BLEU type: bleu value: 18.0 - name: chr-F type: chrf value: 0.48613 - task: name: Translation pol-eng type: translation args: pol-eng dataset: name: ntrex128 type: ntrex128 args: pol-eng metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.53276 - task: name: Translation pol-fra type: translation args: pol-fra dataset: name: ntrex128 type: ntrex128 args: pol-fra metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.50446 - task: name: Translation pol-por type: translation args: pol-por dataset: name: ntrex128 type: ntrex128 args: pol-por metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.49314 - task: name: Translation pol-spa type: translation args: pol-spa dataset: name: ntrex128 type: ntrex128 args: pol-spa metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.51313 - task: name: Translation por-deu type: translation args: por-deu dataset: name: ntrex128 type: ntrex128 args: por-deu metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.51862 - task: name: Translation por-eng type: translation args: por-eng dataset: name: ntrex128 type: ntrex128 args: por-eng metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.61838 - task: name: Translation por-fra type: translation args: por-fra dataset: name: ntrex128 type: ntrex128 args: por-fra metrics: - name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.54956 - task: name: Translation por-spa type: translation args: por-spa dataset: name: ntrex128 type: ntrex128 args: por-spa metrics: - name: BLEU type: bleu value: 32.8 - name: chr-F type: chrf value: 0.58363 - task: name: Translation prs-deu type: translation args: prs-deu dataset: name: ntrex128 type: ntrex128 args: prs-deu metrics: - name: BLEU type: bleu value: 12.0 - name: chr-F type: chrf value: 0.42183 - task: name: Translation prs-eng type: translation args: prs-eng dataset: name: ntrex128 type: ntrex128 args: prs-eng metrics: - name: BLEU type: bleu value: 21.2 - name: chr-F type: chrf value: 0.49772 - task: name: Translation prs-fra type: translation args: prs-fra dataset: name: ntrex128 type: ntrex128 args: prs-fra metrics: - name: BLEU type: bleu value: 15.7 - name: chr-F type: chrf value: 0.43811 - task: name: Translation prs-por type: translation args: prs-por dataset: name: ntrex128 type: ntrex128 args: prs-por metrics: - name: BLEU type: bleu value: 14.9 - name: chr-F type: chrf value: 0.43047 - task: name: Translation prs-spa type: translation args: prs-spa dataset: name: ntrex128 type: ntrex128 args: prs-spa metrics: - name: BLEU type: bleu value: 18.0 - name: chr-F type: chrf value: 0.45246 - task: name: Translation ron-deu type: translation args: ron-deu dataset: name: ntrex128 type: ntrex128 args: ron-deu metrics: - name: BLEU type: bleu value: 19.6 - name: chr-F type: chrf value: 0.50587 - task: name: Translation ron-eng type: translation args: ron-eng dataset: name: ntrex128 type: ntrex128 args: ron-eng metrics: - name: BLEU type: bleu value: 29.5 - name: chr-F type: chrf value: 0.58832 - task: name: Translation ron-fra type: translation args: ron-fra dataset: name: ntrex128 type: ntrex128 args: ron-fra metrics: - name: BLEU type: bleu value: 24.7 - name: chr-F type: chrf value: 0.53785 - task: name: Translation ron-por type: translation args: ron-por dataset: name: ntrex128 type: ntrex128 args: ron-por metrics: - name: BLEU type: bleu value: 25.5 - name: chr-F type: chrf value: 0.53776 - task: name: Translation ron-spa type: translation args: ron-spa dataset: name: ntrex128 type: ntrex128 args: ron-spa metrics: - name: BLEU type: bleu value: 29.8 - name: chr-F type: chrf value: 0.56115 - task: name: Translation rus-deu type: translation args: rus-deu dataset: name: ntrex128 type: ntrex128 args: rus-deu metrics: - name: BLEU type: bleu value: 16.1 - name: chr-F type: chrf value: 0.47395 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: ntrex128 type: ntrex128 args: rus-eng metrics: - name: BLEU type: bleu value: 22.8 - name: chr-F type: chrf value: 0.52728 - task: name: Translation rus-fra type: translation args: rus-fra dataset: name: ntrex128 type: ntrex128 args: rus-fra metrics: - name: BLEU type: bleu value: 20.6 - name: chr-F type: chrf value: 0.49638 - task: name: Translation rus-por type: translation args: rus-por dataset: name: ntrex128 type: ntrex128 args: rus-por metrics: - name: BLEU type: bleu value: 18.9 - name: chr-F type: chrf value: 0.47749 - task: name: Translation rus-spa type: translation args: rus-spa dataset: name: ntrex128 type: ntrex128 args: rus-spa metrics: - name: BLEU type: bleu value: 22.8 - name: chr-F type: chrf value: 0.50193 - task: name: Translation slv-deu type: translation args: slv-deu dataset: name: ntrex128 type: ntrex128 args: slv-deu metrics: - name: BLEU type: bleu value: 19.5 - name: chr-F type: chrf value: 0.49861 - task: name: Translation slv-eng type: translation args: slv-eng dataset: name: ntrex128 type: ntrex128 args: slv-eng metrics: - name: BLEU type: bleu value: 26.9 - name: chr-F type: chrf value: 0.55850 - task: name: Translation slv-fra type: translation args: slv-fra dataset: name: ntrex128 type: ntrex128 args: slv-fra metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.51117 - task: name: Translation slv-por type: translation args: slv-por dataset: name: ntrex128 type: ntrex128 args: slv-por metrics: - name: BLEU type: bleu value: 21.5 - name: chr-F type: chrf value: 0.50114 - task: name: Translation afr-deu type: translation args: afr-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: afr-deu metrics: - name: BLEU type: bleu value: 44.5 - name: chr-F type: chrf value: 0.65092 - task: name: Translation afr-eng type: translation args: afr-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: afr-eng metrics: - name: BLEU type: bleu value: 57.7 - name: chr-F type: chrf value: 0.71045 - task: name: Translation afr-spa type: translation args: afr-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: afr-spa metrics: - name: BLEU type: bleu value: 54.9 - name: chr-F type: chrf value: 0.70761 - task: name: Translation ara-deu type: translation args: ara-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ara-deu metrics: - name: BLEU type: bleu value: 36.6 - name: chr-F type: chrf value: 0.57255 - task: name: Translation ara-eng type: translation args: ara-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ara-eng metrics: - name: BLEU type: bleu value: 36.6 - name: chr-F type: chrf value: 0.54904 - task: name: Translation ara-fra type: translation args: ara-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ara-fra metrics: - name: BLEU type: bleu value: 33.3 - name: chr-F type: chrf value: 0.51444 - task: name: Translation ara-spa type: translation args: ara-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ara-spa metrics: - name: BLEU type: bleu value: 40.4 - name: chr-F type: chrf value: 0.59275 - task: name: Translation awa-eng type: translation args: awa-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: awa-eng metrics: - name: BLEU type: bleu value: 35.1 - name: chr-F type: chrf value: 0.54336 - task: name: Translation bel-deu type: translation args: bel-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bel-deu metrics: - name: BLEU type: bleu value: 39.7 - name: chr-F type: chrf value: 0.61601 - task: name: Translation bel-eng type: translation args: bel-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bel-eng metrics: - name: BLEU type: bleu value: 39.9 - name: chr-F type: chrf value: 0.58808 - task: name: Translation bel-fra type: translation args: bel-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bel-fra metrics: - name: BLEU type: bleu value: 42.6 - name: chr-F type: chrf value: 0.64213 - task: name: Translation bel-spa type: translation args: bel-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bel-spa metrics: - name: BLEU type: bleu value: 40.5 - name: chr-F type: chrf value: 0.61926 - task: name: Translation ben-eng type: translation args: ben-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ben-eng metrics: - name: BLEU type: bleu value: 40.4 - name: chr-F type: chrf value: 0.59355 - task: name: Translation bos_Latn-eng type: translation args: bos_Latn-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bos_Latn-eng metrics: - name: BLEU type: bleu value: 59.3 - name: chr-F type: chrf value: 0.74642 - task: name: Translation bul-deu type: translation args: bul-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bul-deu metrics: - name: BLEU type: bleu value: 45.7 - name: chr-F type: chrf value: 0.64537 - task: name: Translation bul-eng type: translation args: bul-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bul-eng metrics: - name: BLEU type: bleu value: 51.4 - name: chr-F type: chrf value: 0.66875 - task: name: Translation bul-fra type: translation args: bul-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bul-fra metrics: - name: BLEU type: bleu value: 50.2 - name: chr-F type: chrf value: 0.67507 - task: name: Translation bul-spa type: translation args: bul-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bul-spa metrics: - name: BLEU type: bleu value: 43.0 - name: chr-F type: chrf value: 0.60580 - task: name: Translation cat-deu type: translation args: cat-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cat-deu metrics: - name: BLEU type: bleu value: 38.7 - name: chr-F type: chrf value: 0.59831 - task: name: Translation cat-eng type: translation args: cat-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cat-eng metrics: - name: BLEU type: bleu value: 51.0 - name: chr-F type: chrf value: 0.67167 - task: name: Translation cat-fra type: translation args: cat-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cat-fra metrics: - name: BLEU type: bleu value: 50.9 - name: chr-F type: chrf value: 0.68397 - task: name: Translation cat-por type: translation args: cat-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cat-por metrics: - name: BLEU type: bleu value: 54.3 - name: chr-F type: chrf value: 0.72419 - task: name: Translation cat-spa type: translation args: cat-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cat-spa metrics: - name: BLEU type: bleu value: 70.1 - name: chr-F type: chrf value: 0.82715 - task: name: Translation ceb-eng type: translation args: ceb-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ceb-eng metrics: - name: BLEU type: bleu value: 22.2 - name: chr-F type: chrf value: 0.37649 - task: name: Translation ces-deu type: translation args: ces-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ces-deu metrics: - name: BLEU type: bleu value: 45.2 - name: chr-F type: chrf value: 0.64331 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ces-eng metrics: - name: BLEU type: bleu value: 48.9 - name: chr-F type: chrf value: 0.65217 - task: name: Translation ces-fra type: translation args: ces-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ces-fra metrics: - name: BLEU type: bleu value: 51.3 - name: chr-F type: chrf value: 0.68572 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ces-spa metrics: - name: BLEU type: bleu value: 48.1 - name: chr-F type: chrf value: 0.66549 - task: name: Translation cmn_Hans-eng type: translation args: cmn_Hans-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hans-eng metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.43629 - task: name: Translation cmn_Hans-fra type: translation args: cmn_Hans-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hans-fra metrics: - name: BLEU type: bleu value: 21.9 - name: chr-F type: chrf value: 0.43664 - task: name: Translation cmn_Hans-por type: translation args: cmn_Hans-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hans-por metrics: - name: BLEU type: bleu value: 21.7 - name: chr-F type: chrf value: 0.44057 - task: name: Translation cmn_Hans-spa type: translation args: cmn_Hans-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hans-spa metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.50740 - task: name: Translation cmn_Hant-eng type: translation args: cmn_Hant-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hant-eng metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.42200 - task: name: Translation cmn_Hant-fra type: translation args: cmn_Hant-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hant-fra metrics: - name: BLEU type: bleu value: 22.4 - name: chr-F type: chrf value: 0.42720 - task: name: Translation cmn_Hant-por type: translation args: cmn_Hant-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hant-por metrics: - name: BLEU type: bleu value: 21.2 - name: chr-F type: chrf value: 0.44075 - task: name: Translation cmn_Hant-spa type: translation args: cmn_Hant-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cmn_Hant-spa metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.46395 - task: name: Translation cym-eng type: translation args: cym-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: cym-eng metrics: - name: BLEU type: bleu value: 37.3 - name: chr-F type: chrf value: 0.56219 - task: name: Translation dan-deu type: translation args: dan-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: dan-deu metrics: - name: BLEU type: bleu value: 48.8 - name: chr-F type: chrf value: 0.68986 - task: name: Translation dan-eng type: translation args: dan-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: dan-eng metrics: - name: BLEU type: bleu value: 58.6 - name: chr-F type: chrf value: 0.72855 - task: name: Translation dan-fra type: translation args: dan-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: dan-fra metrics: - name: BLEU type: bleu value: 58.8 - name: chr-F type: chrf value: 0.74245 - task: name: Translation dan-por type: translation args: dan-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: dan-por metrics: - name: BLEU type: bleu value: 57.8 - name: chr-F type: chrf value: 0.75509 - task: name: Translation dan-spa type: translation args: dan-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: dan-spa metrics: - name: BLEU type: bleu value: 50.7 - name: chr-F type: chrf value: 0.69396 - task: name: Translation deu-deu type: translation args: deu-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: deu-deu metrics: - name: BLEU type: bleu value: 35.3 - name: chr-F type: chrf value: 0.59000 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: deu-eng metrics: - name: BLEU type: bleu value: 44.3 - name: chr-F type: chrf value: 0.62522 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: deu-fra metrics: - name: BLEU type: bleu value: 45.5 - name: chr-F type: chrf value: 0.64153 - task: name: Translation deu-por type: translation args: deu-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: deu-por metrics: - name: BLEU type: bleu value: 39.4 - name: chr-F type: chrf value: 0.60440 - task: name: Translation deu-spa type: translation args: deu-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: deu-spa metrics: - name: BLEU type: bleu value: 44.8 - name: chr-F type: chrf value: 0.64608 - task: name: Translation dsb-deu type: translation args: dsb-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: dsb-deu metrics: - name: BLEU type: bleu value: 26.8 - name: chr-F type: chrf value: 0.49361 - task: name: Translation ell-deu type: translation args: ell-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ell-deu metrics: - name: BLEU type: bleu value: 47.0 - name: chr-F type: chrf value: 0.65559 - task: name: Translation ell-eng type: translation args: ell-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ell-eng metrics: - name: BLEU type: bleu value: 57.0 - name: chr-F type: chrf value: 0.72452 - task: name: Translation ell-fra type: translation args: ell-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ell-fra metrics: - name: BLEU type: bleu value: 55.8 - name: chr-F type: chrf value: 0.71519 - task: name: Translation ell-por type: translation args: ell-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ell-por metrics: - name: BLEU type: bleu value: 44.2 - name: chr-F type: chrf value: 0.65702 - task: name: Translation ell-spa type: translation args: ell-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ell-spa metrics: - name: BLEU type: bleu value: 43.7 - name: chr-F type: chrf value: 0.61398 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eng-deu metrics: - name: BLEU type: bleu value: 36.1 - name: chr-F type: chrf value: 0.58678 - task: name: Translation eng-eng type: translation args: eng-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eng-eng metrics: - name: BLEU type: bleu value: 68.7 - name: chr-F type: chrf value: 0.82914 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eng-fra metrics: - name: BLEU type: bleu value: 46.1 - name: chr-F type: chrf value: 0.65063 - task: name: Translation eng-por type: translation args: eng-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eng-por metrics: - name: BLEU type: bleu value: 49.2 - name: chr-F type: chrf value: 0.68859 - task: name: Translation eng-spa type: translation args: eng-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eng-spa metrics: - name: BLEU type: bleu value: 50.5 - name: chr-F type: chrf value: 0.68920 - task: name: Translation epo-deu type: translation args: epo-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: epo-deu metrics: - name: BLEU type: bleu value: 37.4 - name: chr-F type: chrf value: 0.59014 - task: name: Translation epo-eng type: translation args: epo-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: epo-eng metrics: - name: BLEU type: bleu value: 46.3 - name: chr-F type: chrf value: 0.63122 - task: name: Translation epo-fra type: translation args: epo-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: epo-fra metrics: - name: BLEU type: bleu value: 37.6 - name: chr-F type: chrf value: 0.58149 - task: name: Translation epo-por type: translation args: epo-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: epo-por metrics: - name: BLEU type: bleu value: 39.2 - name: chr-F type: chrf value: 0.60324 - task: name: Translation epo-spa type: translation args: epo-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: epo-spa metrics: - name: BLEU type: bleu value: 42.6 - name: chr-F type: chrf value: 0.62955 - task: name: Translation est-deu type: translation args: est-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: est-deu metrics: - name: BLEU type: bleu value: 45.7 - name: chr-F type: chrf value: 0.64025 - task: name: Translation est-eng type: translation args: est-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: est-eng metrics: - name: BLEU type: bleu value: 49.9 - name: chr-F type: chrf value: 0.65633 - task: name: Translation eus-deu type: translation args: eus-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eus-deu metrics: - name: BLEU type: bleu value: 35.8 - name: chr-F type: chrf value: 0.57833 - task: name: Translation eus-eng type: translation args: eus-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eus-eng metrics: - name: BLEU type: bleu value: 45.0 - name: chr-F type: chrf value: 0.61860 - task: name: Translation eus-spa type: translation args: eus-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: eus-spa metrics: - name: BLEU type: bleu value: 39.9 - name: chr-F type: chrf value: 0.59847 - task: name: Translation fao-eng type: translation args: fao-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fao-eng metrics: - name: BLEU type: bleu value: 36.2 - name: chr-F type: chrf value: 0.51390 - task: name: Translation fas-deu type: translation args: fas-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fas-deu metrics: - name: BLEU type: bleu value: 29.5 - name: chr-F type: chrf value: 0.54134 - task: name: Translation fas-eng type: translation args: fas-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fas-eng metrics: - name: BLEU type: bleu value: 35.9 - name: chr-F type: chrf value: 0.55065 - task: name: Translation fas-fra type: translation args: fas-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fas-fra metrics: - name: BLEU type: bleu value: 33.8 - name: chr-F type: chrf value: 0.54990 - task: name: Translation fin-deu type: translation args: fin-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fin-deu metrics: - name: BLEU type: bleu value: 39.6 - name: chr-F type: chrf value: 0.59382 - task: name: Translation fin-eng type: translation args: fin-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fin-eng metrics: - name: BLEU type: bleu value: 45.3 - name: chr-F type: chrf value: 0.62477 - task: name: Translation fin-fra type: translation args: fin-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fin-fra metrics: - name: BLEU type: bleu value: 43.2 - name: chr-F type: chrf value: 0.61527 - task: name: Translation fin-por type: translation args: fin-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fin-por metrics: - name: BLEU type: bleu value: 51.1 - name: chr-F type: chrf value: 0.69569 - task: name: Translation fin-spa type: translation args: fin-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fin-spa metrics: - name: BLEU type: bleu value: 44.2 - name: chr-F type: chrf value: 0.62879 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fra-deu metrics: - name: BLEU type: bleu value: 43.5 - name: chr-F type: chrf value: 0.64320 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fra-eng metrics: - name: BLEU type: bleu value: 52.3 - name: chr-F type: chrf value: 0.68541 - task: name: Translation fra-fra type: translation args: fra-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fra-fra metrics: - name: BLEU type: bleu value: 42.7 - name: chr-F type: chrf value: 0.62951 - task: name: Translation fra-por type: translation args: fra-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fra-por metrics: - name: BLEU type: bleu value: 48.2 - name: chr-F type: chrf value: 0.67912 - task: name: Translation fra-spa type: translation args: fra-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fra-spa metrics: - name: BLEU type: bleu value: 50.8 - name: chr-F type: chrf value: 0.69174 - task: name: Translation fry-eng type: translation args: fry-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: fry-eng metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.53679 - task: name: Translation gle-eng type: translation args: gle-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: gle-eng metrics: - name: BLEU type: bleu value: 38.2 - name: chr-F type: chrf value: 0.55023 - task: name: Translation glg-eng type: translation args: glg-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: glg-eng metrics: - name: BLEU type: bleu value: 49.8 - name: chr-F type: chrf value: 0.66283 - task: name: Translation glg-por type: translation args: glg-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: glg-por metrics: - name: BLEU type: bleu value: 59.9 - name: chr-F type: chrf value: 0.75766 - task: name: Translation glg-spa type: translation args: glg-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: glg-spa metrics: - name: BLEU type: bleu value: 63.8 - name: chr-F type: chrf value: 0.76978 - task: name: Translation gos-deu type: translation args: gos-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: gos-deu metrics: - name: BLEU type: bleu value: 21.0 - name: chr-F type: chrf value: 0.42288 - task: name: Translation gos-eng type: translation args: gos-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: gos-eng metrics: - name: BLEU type: bleu value: 21.2 - name: chr-F type: chrf value: 0.36783 - task: name: Translation gsw-eng type: translation args: gsw-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: gsw-eng metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.43570 - task: name: Translation hbs-deu type: translation args: hbs-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hbs-deu metrics: - name: BLEU type: bleu value: 46.6 - name: chr-F type: chrf value: 0.65914 - task: name: Translation hbs-eng type: translation args: hbs-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hbs-eng metrics: - name: BLEU type: bleu value: 51.3 - name: chr-F type: chrf value: 0.66115 - task: name: Translation hbs-fra type: translation args: hbs-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hbs-fra metrics: - name: BLEU type: bleu value: 43.4 - name: chr-F type: chrf value: 0.64444 - task: name: Translation hbs-spa type: translation args: hbs-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hbs-spa metrics: - name: BLEU type: bleu value: 50.4 - name: chr-F type: chrf value: 0.67758 - task: name: Translation heb-deu type: translation args: heb-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: heb-deu metrics: - name: BLEU type: bleu value: 38.2 - name: chr-F type: chrf value: 0.59478 - task: name: Translation heb-eng type: translation args: heb-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: heb-eng metrics: - name: BLEU type: bleu value: 43.2 - name: chr-F type: chrf value: 0.59663 - task: name: Translation heb-fra type: translation args: heb-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: heb-fra metrics: - name: BLEU type: bleu value: 41.1 - name: chr-F type: chrf value: 0.59598 - task: name: Translation heb-por type: translation args: heb-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: heb-por metrics: - name: BLEU type: bleu value: 39.0 - name: chr-F type: chrf value: 0.59893 - task: name: Translation heb-spa type: translation args: heb-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: heb-spa metrics: - name: BLEU type: bleu value: 43.6 - name: chr-F type: chrf value: 0.63095 - task: name: Translation hin-eng type: translation args: hin-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hin-eng metrics: - name: BLEU type: bleu value: 43.6 - name: chr-F type: chrf value: 0.61435 - task: name: Translation hrv-deu type: translation args: hrv-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hrv-deu metrics: - name: BLEU type: bleu value: 46.3 - name: chr-F type: chrf value: 0.64724 - task: name: Translation hrv-eng type: translation args: hrv-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hrv-eng metrics: - name: BLEU type: bleu value: 53.5 - name: chr-F type: chrf value: 0.69236 - task: name: Translation hrv-fra type: translation args: hrv-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hrv-fra metrics: - name: BLEU type: bleu value: 40.0 - name: chr-F type: chrf value: 0.61205 - task: name: Translation hrv-spa type: translation args: hrv-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hrv-spa metrics: - name: BLEU type: bleu value: 48.2 - name: chr-F type: chrf value: 0.64826 - task: name: Translation hsb-deu type: translation args: hsb-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hsb-deu metrics: - name: BLEU type: bleu value: 29.4 - name: chr-F type: chrf value: 0.51359 - task: name: Translation hun-deu type: translation args: hun-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hun-deu metrics: - name: BLEU type: bleu value: 32.7 - name: chr-F type: chrf value: 0.55409 - task: name: Translation hun-eng type: translation args: hun-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hun-eng metrics: - name: BLEU type: bleu value: 40.3 - name: chr-F type: chrf value: 0.58597 - task: name: Translation hun-fra type: translation args: hun-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hun-fra metrics: - name: BLEU type: bleu value: 43.8 - name: chr-F type: chrf value: 0.61238 - task: name: Translation hun-por type: translation args: hun-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hun-por metrics: - name: BLEU type: bleu value: 37.7 - name: chr-F type: chrf value: 0.59369 - task: name: Translation hun-spa type: translation args: hun-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hun-spa metrics: - name: BLEU type: bleu value: 42.0 - name: chr-F type: chrf value: 0.62248 - task: name: Translation hye-eng type: translation args: hye-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: hye-eng metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.45721 - task: name: Translation ido_Latn-eng type: translation args: ido_Latn-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ido_Latn-eng metrics: - name: BLEU type: bleu value: 31.1 - name: chr-F type: chrf value: 0.49142 - task: name: Translation ilo-eng type: translation args: ilo-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ilo-eng metrics: - name: BLEU type: bleu value: 30.9 - name: chr-F type: chrf value: 0.48258 - task: name: Translation ind-deu type: translation args: ind-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ind-deu metrics: - name: BLEU type: bleu value: 37.5 - name: chr-F type: chrf value: 0.58984 - task: name: Translation ind-eng type: translation args: ind-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ind-eng metrics: - name: BLEU type: bleu value: 43.6 - name: chr-F type: chrf value: 0.61331 - task: name: Translation ind-fra type: translation args: ind-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ind-fra metrics: - name: BLEU type: bleu value: 39.7 - name: chr-F type: chrf value: 0.59252 - task: name: Translation isl-deu type: translation args: isl-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: isl-deu metrics: - name: BLEU type: bleu value: 39.7 - name: chr-F type: chrf value: 0.59711 - task: name: Translation isl-eng type: translation args: isl-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: isl-eng metrics: - name: BLEU type: bleu value: 41.5 - name: chr-F type: chrf value: 0.58680 - task: name: Translation isl-spa type: translation args: isl-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: isl-spa metrics: - name: BLEU type: bleu value: 40.3 - name: chr-F type: chrf value: 0.59365 - task: name: Translation ita-deu type: translation args: ita-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ita-deu metrics: - name: BLEU type: bleu value: 43.4 - name: chr-F type: chrf value: 0.63984 - task: name: Translation ita-eng type: translation args: ita-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ita-eng metrics: - name: BLEU type: bleu value: 64.1 - name: chr-F type: chrf value: 0.76391 - task: name: Translation ita-fra type: translation args: ita-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ita-fra metrics: - name: BLEU type: bleu value: 58.8 - name: chr-F type: chrf value: 0.73609 - task: name: Translation ita-por type: translation args: ita-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ita-por metrics: - name: BLEU type: bleu value: 51.9 - name: chr-F type: chrf value: 0.71299 - task: name: Translation ita-spa type: translation args: ita-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ita-spa metrics: - name: BLEU type: bleu value: 59.2 - name: chr-F type: chrf value: 0.75113 - task: name: Translation jpn-eng type: translation args: jpn-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: jpn-eng metrics: - name: BLEU type: bleu value: 20.8 - name: chr-F type: chrf value: 0.43223 - task: name: Translation jpn-fra type: translation args: jpn-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: jpn-fra metrics: - name: BLEU type: bleu value: 21.0 - name: chr-F type: chrf value: 0.43219 - task: name: Translation jpn-por type: translation args: jpn-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: jpn-por metrics: - name: BLEU type: bleu value: 21.0 - name: chr-F type: chrf value: 0.43496 - task: name: Translation jpn-spa type: translation args: jpn-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: jpn-spa metrics: - name: BLEU type: bleu value: 22.1 - name: chr-F type: chrf value: 0.45502 - task: name: Translation kat-eng type: translation args: kat-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: kat-eng metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.54012 - task: name: Translation kaz-eng type: translation args: kaz-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: kaz-eng metrics: - name: BLEU type: bleu value: 29.7 - name: chr-F type: chrf value: 0.49920 - task: name: Translation kaz_Cyrl-eng type: translation args: kaz_Cyrl-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: kaz_Cyrl-eng metrics: - name: BLEU type: bleu value: 30.2 - name: chr-F type: chrf value: 0.50415 - task: name: Translation lat-spa type: translation args: lat-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lat-spa metrics: - name: BLEU type: bleu value: 20.1 - name: chr-F type: chrf value: 0.40919 - task: name: Translation lav-eng type: translation args: lav-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lav-eng metrics: - name: BLEU type: bleu value: 48.0 - name: chr-F type: chrf value: 0.64727 - task: name: Translation lfn_Latn-deu type: translation args: lfn_Latn-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lfn_Latn-deu metrics: - name: BLEU type: bleu value: 31.3 - name: chr-F type: chrf value: 0.53889 - task: name: Translation lfn_Latn-eng type: translation args: lfn_Latn-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lfn_Latn-eng metrics: - name: BLEU type: bleu value: 32.4 - name: chr-F type: chrf value: 0.52686 - task: name: Translation lfn_Latn-fra type: translation args: lfn_Latn-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lfn_Latn-fra metrics: - name: BLEU type: bleu value: 33.0 - name: chr-F type: chrf value: 0.54701 - task: name: Translation lfn_Latn-por type: translation args: lfn_Latn-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lfn_Latn-por metrics: - name: BLEU type: bleu value: 29.9 - name: chr-F type: chrf value: 0.53719 - task: name: Translation mal-eng type: translation args: mal-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: mal-eng metrics: - name: BLEU type: bleu value: 28.0 - name: chr-F type: chrf value: 0.51324 - task: name: Translation mar-eng type: translation args: mar-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: mar-eng metrics: - name: BLEU type: bleu value: 41.2 - name: chr-F type: chrf value: 0.60262 - task: name: Translation mkd-eng type: translation args: mkd-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: mkd-eng metrics: - name: BLEU type: bleu value: 48.1 - name: chr-F type: chrf value: 0.62702 - task: name: Translation mkd-spa type: translation args: mkd-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: mkd-spa metrics: - name: BLEU type: bleu value: 54.3 - name: chr-F type: chrf value: 0.70753 - task: name: Translation mlt-eng type: translation args: mlt-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: mlt-eng metrics: - name: BLEU type: bleu value: 37.6 - name: chr-F type: chrf value: 0.55253 - task: name: Translation msa-deu type: translation args: msa-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: msa-deu metrics: - name: BLEU type: bleu value: 37.1 - name: chr-F type: chrf value: 0.58593 - task: name: Translation msa-eng type: translation args: msa-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: msa-eng metrics: - name: BLEU type: bleu value: 42.6 - name: chr-F type: chrf value: 0.60501 - task: name: Translation multi-multi type: translation args: multi-multi dataset: name: tatoeba-test-v2020-07-28-v2023-09-26 type: tatoeba_mt args: multi-multi metrics: - name: BLEU type: bleu value: 42.6 - name: chr-F type: chrf value: 0.61011 - task: name: Translation nld-deu type: translation args: nld-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nld-deu metrics: - name: BLEU type: bleu value: 50.4 - name: chr-F type: chrf value: 0.69163 - task: name: Translation nor-deu type: translation args: nor-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nor-deu metrics: - name: BLEU type: bleu value: 45.1 - name: chr-F type: chrf value: 0.65791 - task: name: Translation oci-fra type: translation args: oci-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: oci-fra metrics: - name: BLEU type: bleu value: 23.7 - name: chr-F type: chrf value: 0.45312 - task: name: Translation pes-eng type: translation args: pes-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pes-eng metrics: - name: BLEU type: bleu value: 36.1 - name: chr-F type: chrf value: 0.55345 - task: name: Translation pol-deu type: translation args: pol-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pol-deu metrics: - name: BLEU type: bleu value: 43.0 - name: chr-F type: chrf value: 0.63490 - task: name: Translation pol-eng type: translation args: pol-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pol-eng metrics: - name: BLEU type: bleu value: 48.1 - name: chr-F type: chrf value: 0.64737 - task: name: Translation pol-fra type: translation args: pol-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pol-fra metrics: - name: BLEU type: bleu value: 44.2 - name: chr-F type: chrf value: 0.62800 - task: name: Translation pol-por type: translation args: pol-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pol-por metrics: - name: BLEU type: bleu value: 39.8 - name: chr-F type: chrf value: 0.61151 - task: name: Translation pol-spa type: translation args: pol-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pol-spa metrics: - name: BLEU type: bleu value: 43.6 - name: chr-F type: chrf value: 0.62972 - task: name: Translation por-deu type: translation args: por-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: por-deu metrics: - name: BLEU type: bleu value: 42.9 - name: chr-F type: chrf value: 0.64062 - task: name: Translation por-eng type: translation args: por-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: por-eng metrics: - name: BLEU type: bleu value: 58.9 - name: chr-F type: chrf value: 0.73166 - task: name: Translation por-fra type: translation args: por-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: por-fra metrics: - name: BLEU type: bleu value: 55.5 - name: chr-F type: chrf value: 0.72391 - task: name: Translation por-por type: translation args: por-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: por-por metrics: - name: BLEU type: bleu value: 54.4 - name: chr-F type: chrf value: 0.73726 - task: name: Translation por-spa type: translation args: por-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: por-spa metrics: - name: BLEU type: bleu value: 61.2 - name: chr-F type: chrf value: 0.77104 - task: name: Translation ron-deu type: translation args: ron-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ron-deu metrics: - 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name: BLEU type: bleu value: 26.0 - name: chr-F type: chrf value: 0.53902 - task: name: Translation ces-deu type: translation args: ces-deu dataset: name: newstest2008 type: wmt-2008-news args: ces-deu metrics: - name: BLEU type: bleu value: 19.2 - name: chr-F type: chrf value: 0.50184 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2008 type: wmt-2008-news args: ces-eng metrics: - name: BLEU type: bleu value: 22.6 - name: chr-F type: chrf value: 0.50980 - task: name: Translation ces-fra type: translation args: ces-fra dataset: name: newstest2008 type: wmt-2008-news args: ces-fra metrics: - name: BLEU type: bleu value: 23.4 - name: chr-F type: chrf value: 0.52405 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: newstest2008 type: wmt-2008-news args: ces-spa metrics: - name: BLEU type: bleu value: 24.3 - name: chr-F type: chrf value: 0.52270 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2008 type: wmt-2008-news args: deu-eng metrics: - 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name: BLEU type: bleu value: 27.1 - name: chr-F type: chrf value: 0.54579 - task: name: Translation lav-eng type: translation args: lav-eng dataset: name: newstest2017 type: wmt-2017-news args: lav-eng metrics: - name: BLEU type: bleu value: 19.0 - name: chr-F type: chrf value: 0.49180 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2017 type: wmt-2017-news args: rus-eng metrics: - name: BLEU type: bleu value: 33.2 - name: chr-F type: chrf value: 0.59103 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2018 type: wmt-2018-news args: ces-eng metrics: - name: BLEU type: bleu value: 26.7 - name: chr-F type: chrf value: 0.54210 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2018 type: wmt-2018-news args: deu-eng metrics: - name: BLEU type: bleu value: 38.0 - name: chr-F type: chrf value: 0.62725 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2018 type: wmt-2018-news args: eng-deu metrics: - name: BLEU type: bleu value: 38.2 - name: chr-F type: chrf value: 0.63963 - task: name: Translation est-eng type: translation args: est-eng dataset: name: newstest2018 type: wmt-2018-news args: est-eng metrics: - name: BLEU type: bleu value: 25.7 - name: chr-F type: chrf value: 0.53620 - task: name: Translation fin-eng type: translation args: fin-eng dataset: name: newstest2018 type: wmt-2018-news args: fin-eng metrics: - name: BLEU type: bleu value: 20.0 - name: chr-F type: chrf value: 0.48070 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2018 type: wmt-2018-news args: rus-eng metrics: - name: BLEU type: bleu value: 28.4 - name: chr-F type: chrf value: 0.55683 - task: name: Translation ces-deu type: translation args: ces-deu dataset: name: newstest2019 type: wmt-2019-news args: ces-deu metrics: - name: BLEU type: bleu value: 21.3 - name: chr-F type: chrf value: 0.51243 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2019 type: wmt-2019-news args: deu-eng metrics: - name: BLEU type: bleu value: 34.2 - name: chr-F type: chrf value: 0.59331 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: newstest2019 type: wmt-2019-news args: deu-fra metrics: - name: BLEU type: bleu value: 31.1 - name: chr-F type: chrf value: 0.59123 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2019 type: wmt-2019-news args: eng-deu metrics: - name: BLEU type: bleu value: 35.4 - name: chr-F type: chrf value: 0.61248 - task: name: Translation fin-eng type: translation args: fin-eng dataset: name: newstest2019 type: wmt-2019-news args: fin-eng metrics: - name: BLEU type: bleu value: 24.3 - name: chr-F type: chrf value: 0.51773 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: newstest2019 type: wmt-2019-news args: fra-deu metrics: - name: BLEU type: bleu value: 24.2 - name: chr-F type: chrf value: 0.56890 - task: name: Translation guj-eng type: translation args: guj-eng dataset: name: newstest2019 type: wmt-2019-news args: guj-eng metrics: - name: BLEU type: bleu value: 17.1 - name: chr-F type: chrf value: 0.45948 - task: name: Translation kaz-eng type: translation args: kaz-eng dataset: name: newstest2019 type: wmt-2019-news args: kaz-eng metrics: - name: BLEU type: bleu value: 15.5 - name: chr-F type: chrf value: 0.42380 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2019 type: wmt-2019-news args: rus-eng metrics: - name: BLEU type: bleu value: 34.0 - name: chr-F type: chrf value: 0.59517 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2020 type: wmt-2020-news args: deu-eng metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.52067 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: newstest2020 type: wmt-2020-news args: deu-fra metrics: - name: BLEU type: bleu value: 29.4 - name: chr-F type: chrf value: 0.57389 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2020 type: wmt-2020-news args: eng-deu metrics: - name: BLEU type: bleu value: 26.0 - name: chr-F type: chrf value: 0.54791 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: newstest2020 type: wmt-2020-news args: fra-deu metrics: - name: BLEU type: bleu value: 23.9 - name: chr-F type: chrf value: 0.57243 - task: name: Translation pol-eng type: translation args: pol-eng dataset: name: newstest2020 type: wmt-2020-news args: pol-eng metrics: - name: BLEU type: bleu value: 25.4 - name: chr-F type: chrf value: 0.54194 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2020 type: wmt-2020-news args: rus-eng metrics: - name: BLEU type: bleu value: 30.1 - name: chr-F type: chrf value: 0.59454 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2021 type: wmt-2021-news args: ces-eng metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.53322 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2021 type: wmt-2021-news args: deu-eng metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.56154 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: newstest2021 type: wmt-2021-news args: deu-fra metrics: - name: BLEU type: bleu value: 27.8 - name: chr-F type: chrf value: 0.55568 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2021 type: wmt-2021-news args: eng-deu metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.53503 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: newstest2021 type: wmt-2021-news args: fra-deu metrics: - name: BLEU type: bleu value: 31.7 - name: chr-F type: chrf value: 0.59753 - task: name: Translation isl-eng type: translation args: isl-eng dataset: name: newstest2021 type: wmt-2021-news args: isl-eng metrics: - name: BLEU type: bleu value: 25.0 - name: chr-F type: chrf value: 0.49479 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2021 type: wmt-2021-news args: rus-eng metrics: - name: BLEU type: bleu value: 31.1 - name: chr-F type: chrf value: 0.58195 --- # opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa ## Table of Contents - [Model Details](#model-details) - [Uses](#uses) - [Risks, Limitations and Biases](#risks-limitations-and-biases) - [How to Get Started With the Model](#how-to-get-started-with-the-model) - [Training](#training) - [Evaluation](#evaluation) - [Citation Information](#citation-information) - [Acknowledgements](#acknowledgements) ## Model Details Neural machine translation model for translating from Multiple languages (mul) to unknown (deu+eng+fra+por+spa). Note that many of the listed languages will not be well supported by the model as the training data is very limited for the majority of the languages. Translation performance varies a lot and for a large number of language pairs it will not work at all. This model is part of the [OPUS-MT project](https://github.com/Helsinki-NLP/Opus-MT), an effort to make neural machine translation models widely available and accessible for many languages in the world. All models are originally trained using the amazing framework of [Marian NMT](https://marian-nmt.github.io/), an efficient NMT implementation written in pure C++. The models have been converted to pyTorch using the transformers library by huggingface. Training data is taken from [OPUS](https://opus.nlpl.eu/) and training pipelines use the procedures of [OPUS-MT-train](https://github.com/Helsinki-NLP/Opus-MT-train). **Model Description:** - **Developed by:** Language Technology Research Group at the University of Helsinki - **Model Type:** Translation (transformer-big) - **Release**: 2024-05-30 - **License:** Apache-2.0 - **Language(s):** - Source Language(s): aai aar aau abi abk acd ace acf ach acm acn acr ade adj ady aeu aey afb afh afr agd agn agu ahk aia aka akh akl akp alj aln alp alq alt alz ame amh ami amk amu ang ann anp anv aoz apc apr apu ara arc arg arq arz asm aso ast atg atj atq aui auy ava avk avn avu awa awb awx aze azg azz bak bal bam ban bar bas bav bba bbo bbr bcl bcw bef beh bel bem ben bep bex bfa bfd bfo bgr bhl bho bhz bib bik bim bis biv bjr bjv bku bkv blh blt blz bmh bmk bmq bmu bmv bnp bod boj bom bos bov box bpr bps bpy bqc bqj bqp bre bru brx bss btd bth bto bts btt btx bua bud bug buk bul bus bvy bwq bwu byn bzd bzh bzj bzt caa cab cac cak cat cay cbk cce cco ceb ces cfm cgc cha che chf chm chq chr chu chv chy chz cjk cjo cjp cjv cjy ckb cko cle cme cmn cmo cmr cnh cni cnl cnr cnt cnw cok cop cor cos cot cpa cpu cre crh crn crs crx csb csk cso csy cta ctd ctp ctu cuc cui cuk cut cux cwe cwt cya cym czt daa dad dag dah dan ded deu dga dgi dig dik din diq div dje djk dng dni dnj dob dop drt dsb dsh dtp dty dug dws dww dyi dyo dyu dzo efi egl ell emi eng enm epo ess est eus ewe ext fai fal fao far fas fij fil fin fkv fon for fra frd frm fro frp frr fry fuc ful fur gag gah gaw gbm gcf gde gej gfk ghs gil gkn gla gle glg glk glv gnd gng gog gor gos got gqr grc grn gsw guc gud guh guj guo gur guw gux gvf gvl gwi gwr gym gyr hag hat hau haw hay hbo hbs hch heb heh her hif hig hil hin hla hlt hmn hne hnj hnn hns hoc hot hrv hrx hsb hsn hui hun hus hvn hwc hye hyw iba ibo icr ido ifa ifb ife ifk ifu ify ign igs iii ike iku ile ilo imo ina ind inh ino iou ipi ipk iri irk iry isl ita itv ium ixl izh izr jaa jac jak jam jav jbo jbu jdt jmc jpa jpn jun jvn kaa kab kac kal kam kan kao kas kat kau kaz kbd kbm kbp kdc kdj kdl kdn kea kek ken keo ker keu kew kez kgf kgk kha khm khz kia kik kin kir kjb kje kjh kjs kki kkj kle kma kmb kmg kmh kmo kmr kmu knc kne knj knk kno kog koi kok kom kon kpf kpg kpr kpv kpw kpz kqe kqf kqp kqw krc kri krj krl kru ksb ksh ksr ktb ktj kua kub kud kue kum kur kus kvn kwf kxc kxm kyc kyf kyg kyq kzf laa lac lad lah lao las lat lav law lbe lcm ldn lee lef lem leu lew lex lez lfn lgg lhu lia lid lif lij lim lin lip lit liv ljp lkt lld lln lme lmo lnd lob lok lon lou lrc lsi ltz lua luc lug luo lus lut luy lzz maa mad mag mah mai maj mak mal mam maq mar mau maw max maz mbb mbf mbt mcb mcp mcu mda mdf med mee meh mek men meq mfe mfh mfi mfk mfq mfy mgd mgm mgo mhi mhl mhx mhy mib mic mie mif mig mih mil mio mit mix miy miz mjc mkd mks mlg mlh mlp mlt mmo mmx mna mnb mnf mnh mni mnr mnw moa mog moh mol mon mop mor mos mox mpg mpm mpt mpx mqb mqj mri mrj mrw msa msm mta muh mux muy mva mvp mvv mwc mwl mwm mwv mww mxb mxt mya myb myk myu myv myw myx mzk mzm mzn mzw mzz naf nak nap nas nau nav nbl nca nch ncj ncl ncu nde ndo nds ndz neb nep new nfr ngt ngu nhe nhg nhi nhn nhu nhw nhx nhy nia nif nii nij nim nin niu njm nlc nld nlv nmz nnb nnh nno nnw nob nog non nop nor not nou nov npi npl npy nqo nsn nso nss nst nsu ntm ntp ntr nuj nus nuy nwb nwi nya nyf nyn nyo nyy nzi oar obo oci ofs oji oku okv old omw ood opm ori orm orv osp oss ota ote otk otm otn otq ozm pab pad pag pai pal pam pan pao pap pau pbi pbl pcd pck pcm pdc pes pfl phn pib pih pio pis pkb pli pls plt plw pmf pms pmy pne pnt poe poh pol por pot ppk ppl prf prg prs ptp ptu pus pwg pww quc qya rai rap rav rej rhg rif rim rmy roh rom ron rop rro rue rug run rup rus rwo sab sag sah san sas sat sba sbd sbl scn sco sda sdh seh ses sgb sgs sgw sgz shi shk shn shs shy sig sil sin sjn skr sld slk sll slv sma sme smk sml smn smo sna snc snd snp snw som sot soy spa spl spp sps sqi srd srm srn srp srq ssd ssw ssx stn stp stq sue suk sun sur sus suz swa swc swe swg swh swp sxb sxn syc syl syr szb szl tab tac tah taj tam taq tat tbc tbl tbo tbz tcs tcy tel tem teo ter tet tfr tgk tgl tgo tgp tha thk thv tig tik tim tir tkl tlb tlf tlh tlj tlx tly tmc tmh tmr tmw toh toi toj ton tpa tpi tpm tpw tpz trc trn trq trs trv tsn tso tsw ttc tte ttr tts tuc tuf tuk tum tur tvl twb twi twu txa tyj tyv tzh tzj tzl tzm tzo ubr ubu udm udu uig ukr umb urd usa usp uvl uzb vag vec ven vep vie viv vls vmw vmy vol vot vro vun wae waj wal wap war wbm wbp wed wln wmt wmw wnc wnu wob wol wsk wuu wuv xal xcl xed xho xmf xog xon xrb xsb xsi xsm xsr xtd xtm xuo yal yam yaq yaz yby ycl ycn yid yli yml yon yor yua yue yut yuw zam zap zea zgh zha zia zlm zom zsm zul zyp zza - Target Language(s): deu eng fra por spa - Valid Target Language Labels: >>deu<< >>eng<< >>fra<< >>por<< >>spa<< >>xxx<< - **Original Model**: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip) - **Resources for more information:** - [OPUS-MT dashboard](https://opus.nlpl.eu/dashboard/index.php?pkg=opusmt&test=all&scoreslang=all&chart=standard&model=Tatoeba-MT-models/mul-deu%2Beng%2Bfra%2Bpor%2Bspa/opusTCv20230926max50%2Bbt%2Bjhubc_transformer-big_2024-05-30) - [OPUS-MT-train GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) - [More information about MarianNMT models in the transformers library](https://huggingface.co/docs/transformers/model_doc/marian) - [Tatoeba Translation Challenge](https://github.com/Helsinki-NLP/Tatoeba-Challenge/) - [HPLT bilingual data v1 (as part of the Tatoeba Translation Challenge dataset)](https://hplt-project.org/datasets/v1) - [A massively parallel Bible corpus](https://aclanthology.org/L14-1215/) This is a multilingual translation model with multiple target languages. A sentence initial language token is required in the form of `>>id<<` (id = valid target language ID), e.g. `>>deu<<` ## Uses This model can be used for translation and text-to-text generation. ## Risks, Limitations and Biases **CONTENT WARNING: Readers should be aware that the model is trained on various public data sets that may contain content that is disturbing, offensive, and can propagate historical and current stereotypes.** Significant research has explored bias and fairness issues with language models (see, e.g., [Sheng et al. (2021)](https://aclanthology.org/2021.acl-long.330.pdf) and [Bender et al. (2021)](https://dl.acm.org/doi/pdf/10.1145/3442188.3445922)). Also note that many of the listed languages will not be well supported by the model as the training data is very limited for the majority of the languages. Translation performance varies a lot and for a large number of language pairs it will not work at all. ## How to Get Started With the Model A short example code: ```python from transformers import MarianMTModel, MarianTokenizer src_text = [ ">>deu<< Replace this with text in an accepted source language.", ">>spa<< This is the second sentence." ] model_name = "pytorch-models/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa" tokenizer = MarianTokenizer.from_pretrained(model_name) model = MarianMTModel.from_pretrained(model_name) translated = model.generate(**tokenizer(src_text, return_tensors="pt", padding=True)) for t in translated: print( tokenizer.decode(t, skip_special_tokens=True) ) ``` You can also use OPUS-MT models with the transformers pipelines, for example: ```python from transformers import pipeline pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa") print(pipe(">>deu<< Replace this with text in an accepted source language.")) ``` ## Training - **Data**: opusTCv20230926max50+bt+jhubc ([source](https://github.com/Helsinki-NLP/Tatoeba-Challenge)) - **Pre-processing**: SentencePiece (spm32k,spm32k) - **Model Type:** transformer-big - **Original MarianNMT Model**: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-30.zip) - **Training Scripts**: [GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train) ## Evaluation * [Model scores at the OPUS-MT dashboard](https://opus.nlpl.eu/dashboard/index.php?pkg=opusmt&test=all&scoreslang=all&chart=standard&model=Tatoeba-MT-models/mul-deu%2Beng%2Bfra%2Bpor%2Bspa/opusTCv20230926max50%2Bbt%2Bjhubc_transformer-big_2024-05-30) * test set translations: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.test.txt) * test set scores: [opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/mul-deu+eng+fra+por+spa/opusTCv20230926max50+bt+jhubc_transformer-big_2024-05-29.eval.txt) * benchmark results: [benchmark_results.txt](benchmark_results.txt) * benchmark output: [benchmark_translations.zip](benchmark_translations.zip) | langpair | testset | chr-F | BLEU | #sent | #words | |----------|---------|-------|-------|-------|--------| | afr-deu | tatoeba-test-v2021-08-07 | 0.65092 | 44.5 | 1583 | 9105 | | afr-eng | tatoeba-test-v2021-08-07 | 0.71045 | 57.7 | 1374 | 9622 | | afr-spa | tatoeba-test-v2021-08-07 | 0.70761 | 54.9 | 448 | 2783 | | ara-deu | tatoeba-test-v2021-08-07 | 0.57255 | 36.6 | 1209 | 8371 | | ara-eng | tatoeba-test-v2021-08-07 | 0.54904 | 36.6 | 10305 | 76975 | | ara-fra | tatoeba-test-v2021-08-07 | 0.51444 | 33.3 | 1569 | 11066 | | ara-spa | tatoeba-test-v2021-08-07 | 0.59275 | 40.4 | 1511 | 9708 | | awa-eng | tatoeba-test-v2021-08-07 | 0.54336 | 35.1 | 279 | 1335 | | bel-deu | tatoeba-test-v2021-08-07 | 0.61601 | 39.7 | 551 | 4182 | | bel-eng | tatoeba-test-v2021-08-07 | 0.58808 | 39.9 | 2500 | 18571 | | bel-fra | tatoeba-test-v2021-08-07 | 0.64213 | 42.6 | 283 | 2005 | | bel-spa | tatoeba-test-v2021-08-07 | 0.61926 | 40.5 | 205 | 1412 | | ben-eng | tatoeba-test-v2021-08-07 | 0.59355 | 40.4 | 2500 | 13978 | | bos_Latn-eng | tatoeba-test-v2021-08-07 | 0.74642 | 59.3 | 301 | 1826 | | bul-deu | tatoeba-test-v2021-08-07 | 0.64537 | 45.7 | 314 | 2224 | | bul-eng | tatoeba-test-v2021-08-07 | 0.66875 | 51.4 | 10000 | 71872 | | bul-fra | tatoeba-test-v2021-08-07 | 0.67507 | 50.2 | 446 | 3669 | | bul-spa | tatoeba-test-v2021-08-07 | 0.60580 | 43.0 | 286 | 1783 | | cat-deu | tatoeba-test-v2021-08-07 | 0.59831 | 38.7 | 723 | 5676 | | cat-eng | tatoeba-test-v2021-08-07 | 0.67167 | 51.0 | 1631 | 12627 | | cat-fra | tatoeba-test-v2021-08-07 | 0.68397 | 50.9 | 700 | 5664 | | cat-por | tatoeba-test-v2021-08-07 | 0.72419 | 54.3 | 747 | 6119 | | cat-spa | tatoeba-test-v2021-08-07 | 0.82715 | 70.1 | 1534 | 12094 | | ceb-eng | tatoeba-test-v2021-08-07 | 0.37649 | 22.2 | 378 | 2293 | | ces-deu | tatoeba-test-v2021-08-07 | 0.64331 | 45.2 | 3490 | 27155 | | ces-eng | tatoeba-test-v2021-08-07 | 0.65217 | 48.9 | 13824 | 105010 | | ces-fra | tatoeba-test-v2021-08-07 | 0.68572 | 51.3 | 438 | 3346 | | ces-spa | tatoeba-test-v2021-08-07 | 0.66549 | 48.1 | 1807 | 12716 | | cmn_Hans-deu | tatoeba-test-v2021-08-07 | 0.41434 | 17.3 | 2609 | 20805 | | cmn_Hans-eng | tatoeba-test-v2021-08-07 | 0.43629 | 22.9 | 4450 | 38093 | | cmn_Hans-fra | tatoeba-test-v2021-08-07 | 0.43664 | 21.9 | 6825 | 59962 | | cmn_Hans-por | tatoeba-test-v2021-08-07 | 0.44057 | 21.7 | 638 | 4580 | | cmn_Hans-spa | tatoeba-test-v2021-08-07 | 0.50740 | 27.4 | 1142 | 7523 | | cmn_Hant-deu | tatoeba-test-v2021-08-07 | 0.41129 | 18.9 | 1242 | 8527 | | cmn_Hant-eng | tatoeba-test-v2021-08-07 | 0.42200 | 21.8 | 4476 | 35172 | | cmn_Hant-fra | tatoeba-test-v2021-08-07 | 0.42720 | 22.4 | 2132 | 16599 | | cmn_Hant-por | tatoeba-test-v2021-08-07 | 0.44075 | 21.2 | 386 | 2372 | | cmn_Hant-spa | tatoeba-test-v2021-08-07 | 0.46395 | 23.8 | 1471 | 9530 | | cym-eng | tatoeba-test-v2021-08-07 | 0.56219 | 37.3 | 818 | 5563 | | dan-deu | tatoeba-test-v2021-08-07 | 0.68986 | 48.8 | 9998 | 76055 | | dan-eng | tatoeba-test-v2021-08-07 | 0.72855 | 58.6 | 10795 | 79684 | | dan-fra | tatoeba-test-v2021-08-07 | 0.74245 | 58.8 | 1731 | 11882 | | dan-por | tatoeba-test-v2021-08-07 | 0.75509 | 57.8 | 873 | 5360 | | dan-spa | tatoeba-test-v2021-08-07 | 0.69396 | 50.7 | 5000 | 35528 | | deu-deu | tatoeba-test-v2021-08-07 | 0.59000 | 35.3 | 2500 | 20806 | | deu-eng | tatoeba-test-v2021-08-07 | 0.62522 | 44.3 | 17565 | 149462 | | deu-fra | tatoeba-test-v2021-08-07 | 0.64153 | 45.5 | 12418 | 102721 | | deu-por | tatoeba-test-v2021-08-07 | 0.60440 | 39.4 | 10000 | 81482 | | deu-spa | tatoeba-test-v2021-08-07 | 0.64608 | 44.8 | 10521 | 82570 | | dsb-deu | tatoeba-test-v2021-08-07 | 0.49361 | 26.8 | 640 | 4469 | | ell-deu | tatoeba-test-v2021-08-07 | 0.65559 | 47.0 | 2500 | 17025 | | ell-eng | tatoeba-test-v2021-08-07 | 0.72452 | 57.0 | 10899 | 68682 | | ell-fra | tatoeba-test-v2021-08-07 | 0.71519 | 55.8 | 1506 | 9726 | | ell-por | tatoeba-test-v2021-08-07 | 0.65702 | 44.2 | 885 | 5196 | | ell-spa | tatoeba-test-v2021-08-07 | 0.61398 | 43.7 | 1829 | 10828 | | eng-deu | tatoeba-test-v2021-08-07 | 0.58678 | 36.1 | 17565 | 151568 | | eng-eng | tatoeba-test-v2021-08-07 | 0.82914 | 68.7 | 12062 | 115106 | | eng-fra | tatoeba-test-v2021-08-07 | 0.65063 | 46.1 | 12681 | 106378 | | eng-por | tatoeba-test-v2021-08-07 | 0.68859 | 49.2 | 13222 | 105265 | | eng-spa | tatoeba-test-v2021-08-07 | 0.68920 | 50.5 | 16583 | 134710 | | epo-deu | tatoeba-test-v2021-08-07 | 0.59014 | 37.4 | 13439 | 133281 | | epo-eng | tatoeba-test-v2021-08-07 | 0.63122 | 46.3 | 17675 | 142283 | | epo-fra | tatoeba-test-v2021-08-07 | 0.58149 | 37.6 | 12168 | 103156 | | epo-por | tatoeba-test-v2021-08-07 | 0.60324 | 39.2 | 10809 | 98394 | | epo-spa | tatoeba-test-v2021-08-07 | 0.62955 | 42.6 | 10735 | 83284 | | est-deu | tatoeba-test-v2021-08-07 | 0.64025 | 45.7 | 244 | 1611 | | est-eng | tatoeba-test-v2021-08-07 | 0.65633 | 49.9 | 1359 | 8811 | | eus-deu | tatoeba-test-v2021-08-07 | 0.57833 | 35.8 | 456 | 3315 | | eus-eng | tatoeba-test-v2021-08-07 | 0.61860 | 45.0 | 1060 | 8157 | | eus-spa | tatoeba-test-v2021-08-07 | 0.59847 | 39.9 | 1850 | 12469 | | fao-eng | tatoeba-test-v2021-08-07 | 0.51390 | 36.2 | 294 | 1984 | | fas-deu | tatoeba-test-v2021-08-07 | 0.54134 | 29.5 | 3185 | 25590 | | fas-eng | tatoeba-test-v2021-08-07 | 0.55065 | 35.9 | 3762 | 31480 | | fas-fra | tatoeba-test-v2021-08-07 | 0.54990 | 33.8 | 376 | 3377 | | fin-deu | tatoeba-test-v2021-08-07 | 0.59382 | 39.6 | 2647 | 19163 | | fin-eng | tatoeba-test-v2021-08-07 | 0.62477 | 45.3 | 10690 | 80552 | | fin-fra | tatoeba-test-v2021-08-07 | 0.61527 | 43.2 | 1920 | 12193 | | fin-por | tatoeba-test-v2021-08-07 | 0.69569 | 51.1 | 477 | 3021 | | fin-spa | tatoeba-test-v2021-08-07 | 0.62879 | 44.2 | 2513 | 16912 | | fra-deu | tatoeba-test-v2021-08-07 | 0.64320 | 43.5 | 12418 | 100545 | | fra-eng | tatoeba-test-v2021-08-07 | 0.68541 | 52.3 | 12681 | 101754 | | fra-fra | tatoeba-test-v2021-08-07 | 0.62951 | 42.7 | 1000 | 7757 | | fra-por | tatoeba-test-v2021-08-07 | 0.67912 | 48.2 | 10518 | 77650 | | fra-spa | tatoeba-test-v2021-08-07 | 0.69174 | 50.8 | 10294 | 78406 | | fry-eng | tatoeba-test-v2021-08-07 | 0.53679 | 34.9 | 220 | 1573 | | gle-eng | tatoeba-test-v2021-08-07 | 0.55023 | 38.2 | 1913 | 11190 | | glg-eng | tatoeba-test-v2021-08-07 | 0.66283 | 49.8 | 1015 | 8421 | | glg-por | tatoeba-test-v2021-08-07 | 0.75766 | 59.9 | 433 | 3105 | | glg-spa | tatoeba-test-v2021-08-07 | 0.76978 | 63.8 | 2121 | 17443 | | gos-deu | tatoeba-test-v2021-08-07 | 0.42288 | 21.0 | 207 | 1168 | | gos-eng | tatoeba-test-v2021-08-07 | 0.36783 | 21.2 | 1154 | 5635 | | gsw-eng | tatoeba-test-v2021-08-07 | 0.43570 | 28.2 | 205 | 990 | | hbs-deu | tatoeba-test-v2021-08-07 | 0.65914 | 46.6 | 1959 | 15559 | | hbs-eng | tatoeba-test-v2021-08-07 | 0.66115 | 51.3 | 10017 | 68934 | | hbs-fra | tatoeba-test-v2021-08-07 | 0.64444 | 43.4 | 474 | 3370 | | hbs-spa | tatoeba-test-v2021-08-07 | 0.67758 | 50.4 | 607 | 3766 | | heb-deu | tatoeba-test-v2021-08-07 | 0.59478 | 38.2 | 3090 | 25101 | | heb-eng | tatoeba-test-v2021-08-07 | 0.59663 | 43.2 | 10519 | 77427 | | heb-fra | tatoeba-test-v2021-08-07 | 0.59598 | 41.1 | 3281 | 26123 | | heb-por | tatoeba-test-v2021-08-07 | 0.59893 | 39.0 | 719 | 5335 | | heb-spa | tatoeba-test-v2021-08-07 | 0.63095 | 43.6 | 1849 | 14213 | | hin-eng | tatoeba-test-v2021-08-07 | 0.61435 | 43.6 | 5000 | 33943 | | hrv-deu | tatoeba-test-v2021-08-07 | 0.64724 | 46.3 | 782 | 5734 | | hrv-eng | tatoeba-test-v2021-08-07 | 0.69236 | 53.5 | 1480 | 10620 | | hrv-fra | tatoeba-test-v2021-08-07 | 0.61205 | 40.0 | 258 | 1943 | | hrv-spa | tatoeba-test-v2021-08-07 | 0.64826 | 48.2 | 254 | 1702 | | hsb-deu | tatoeba-test-v2021-08-07 | 0.51359 | 29.4 | 666 | 4818 | | hun-deu | tatoeba-test-v2021-08-07 | 0.55409 | 32.7 | 15342 | 127344 | | hun-eng | tatoeba-test-v2021-08-07 | 0.58597 | 40.3 | 13037 | 94699 | | hun-fra | tatoeba-test-v2021-08-07 | 0.61238 | 43.8 | 2494 | 16914 | | hun-por | tatoeba-test-v2021-08-07 | 0.59369 | 37.7 | 2500 | 16563 | | hun-spa | tatoeba-test-v2021-08-07 | 0.62248 | 42.0 | 2500 | 16670 | | hye-eng | tatoeba-test-v2021-08-07 | 0.45721 | 22.0 | 1121 | 5066 | | ido_Latn-eng | tatoeba-test-v2021-08-07 | 0.49142 | 31.1 | 1959 | 14065 | | ilo-eng | tatoeba-test-v2021-08-07 | 0.48258 | 30.9 | 1093 | 7384 | | ind-deu | tatoeba-test-v2021-08-07 | 0.58984 | 37.5 | 497 | 3881 | | ind-eng | tatoeba-test-v2021-08-07 | 0.61331 | 43.6 | 4289 | 31355 | | ind-fra | tatoeba-test-v2021-08-07 | 0.59252 | 39.7 | 905 | 6994 | | isl-deu | tatoeba-test-v2021-08-07 | 0.59711 | 39.7 | 969 | 6279 | | isl-eng | tatoeba-test-v2021-08-07 | 0.58680 | 41.5 | 2503 | 19788 | | isl-spa | tatoeba-test-v2021-08-07 | 0.59365 | 40.3 | 238 | 1229 | | ita-deu | tatoeba-test-v2021-08-07 | 0.63984 | 43.4 | 10094 | 79762 | | ita-eng | tatoeba-test-v2021-08-07 | 0.76391 | 64.1 | 17320 | 119214 | | ita-fra | tatoeba-test-v2021-08-07 | 0.73609 | 58.8 | 10091 | 66377 | | ita-por | tatoeba-test-v2021-08-07 | 0.71299 | 51.9 | 3066 | 25668 | | ita-spa | tatoeba-test-v2021-08-07 | 0.75113 | 59.2 | 5000 | 34937 | | jpn-deu | tatoeba-test-v2021-08-07 | 0.42487 | 18.3 | 11428 | 97987 | | jpn-eng | tatoeba-test-v2021-08-07 | 0.43223 | 20.8 | 13862 | 123562 | | jpn-fra | tatoeba-test-v2021-08-07 | 0.43219 | 21.0 | 10169 | 88857 | | jpn-por | tatoeba-test-v2021-08-07 | 0.43496 | 21.0 | 1940 | 15560 | | jpn-spa | tatoeba-test-v2021-08-07 | 0.45502 | 22.1 | 10742 | 82888 | | kat-eng | tatoeba-test-v2021-08-07 | 0.54012 | 34.9 | 984 | 5994 | | kaz-eng | tatoeba-test-v2021-08-07 | 0.49920 | 29.7 | 403 | 2692 | | kaz_Cyrl-eng | tatoeba-test-v2021-08-07 | 0.50415 | 30.2 | 396 | 2645 | | kur_Latn-deu | tatoeba-test-v2021-08-07 | 3.099 | 0.0 | 223 | 1323 | | kur_Latn-eng | tatoeba-test-v2021-08-07 | 2.189 | 0.0 | 290 | 1708 | | lat-spa | tatoeba-test-v2021-08-07 | 0.40919 | 20.1 | 3129 | 34036 | | lav-eng | tatoeba-test-v2021-08-07 | 0.64727 | 48.0 | 1631 | 11213 | | lfn_Latn-deu | tatoeba-test-v2021-08-07 | 0.53889 | 31.3 | 291 | 2258 | | lfn_Latn-eng | tatoeba-test-v2021-08-07 | 0.52686 | 32.4 | 2450 | 16627 | | lfn_Latn-fra | tatoeba-test-v2021-08-07 | 0.54701 | 33.0 | 361 | 3011 | | lfn_Latn-por | tatoeba-test-v2021-08-07 | 0.53719 | 29.9 | 1725 | 22993 | | mal-eng | tatoeba-test-v2021-08-07 | 0.51324 | 28.0 | 802 | 5558 | | mar-eng | tatoeba-test-v2021-08-07 | 0.60262 | 41.2 | 10396 | 67527 | | mkd-eng | tatoeba-test-v2021-08-07 | 0.62702 | 48.1 | 10010 | 65667 | | mkd-spa | tatoeba-test-v2021-08-07 | 0.70753 | 54.3 | 217 | 1121 | | mlt-eng | tatoeba-test-v2021-08-07 | 0.55253 | 37.6 | 203 | 1165 | | msa-deu | tatoeba-test-v2021-08-07 | 0.58593 | 37.1 | 544 | 4260 | | msa-eng | tatoeba-test-v2021-08-07 | 0.60501 | 42.6 | 5000 | 37033 | | nld-deu | tatoeba-test-v2021-08-07 | 0.69163 | 50.4 | 10218 | 74131 | | nor-deu | tatoeba-test-v2021-08-07 | 0.65791 | 45.1 | 3651 | 34575 | | oci-fra | tatoeba-test-v2021-08-07 | 0.45312 | 23.7 | 806 | 6302 | | pcd-fra | tatoeba-test-v2021-08-07 | 0.40669 | 15.3 | 266 | 1677 | | pes-eng | tatoeba-test-v2021-08-07 | 0.55345 | 36.1 | 3757 | 31411 | | pol-deu | tatoeba-test-v2021-08-07 | 0.63490 | 43.0 | 5000 | 37421 | | pol-eng | tatoeba-test-v2021-08-07 | 0.64737 | 48.1 | 10099 | 75766 | | pol-fra | tatoeba-test-v2021-08-07 | 0.62800 | 44.2 | 3087 | 24257 | | pol-por | tatoeba-test-v2021-08-07 | 0.61151 | 39.8 | 705 | 5063 | | pol-spa | tatoeba-test-v2021-08-07 | 0.62972 | 43.6 | 2544 | 18113 | | por-deu | tatoeba-test-v2021-08-07 | 0.64062 | 42.9 | 10000 | 81246 | | por-eng | tatoeba-test-v2021-08-07 | 0.73166 | 58.9 | 13222 | 105351 | | por-fra | tatoeba-test-v2021-08-07 | 0.72391 | 55.5 | 10518 | 80459 | | por-por | tatoeba-test-v2021-08-07 | 0.73726 | 54.4 | 2500 | 19220 | | por-spa | tatoeba-test-v2021-08-07 | 0.77104 | 61.2 | 10947 | 87335 | | ron-deu | tatoeba-test-v2021-08-07 | 0.64398 | 45.5 | 1141 | 7893 | | ron-eng | tatoeba-test-v2021-08-07 | 0.68856 | 53.2 | 5508 | 40717 | | ron-fra | tatoeba-test-v2021-08-07 | 0.67584 | 49.9 | 1925 | 13347 | | ron-por | tatoeba-test-v2021-08-07 | 0.71321 | 51.9 | 681 | 4593 | | ron-spa | tatoeba-test-v2021-08-07 | 0.71088 | 54.1 | 1959 | 12679 | | run-eng | tatoeba-test-v2021-08-07 | 0.42256 | 28.3 | 1703 | 10041 | | run-fra | tatoeba-test-v2021-08-07 | 0.38934 | 22.8 | 1274 | 7479 | | rus-deu | tatoeba-test-v2021-08-07 | 0.64030 | 43.6 | 12800 | 98842 | | rus-eng | tatoeba-test-v2021-08-07 | 0.65436 | 49.2 | 19425 | 147872 | | rus-fra | tatoeba-test-v2021-08-07 | 0.63112 | 44.8 | 11490 | 80579 | | rus-por | tatoeba-test-v2021-08-07 | 0.61328 | 40.1 | 10000 | 74713 | | rus-spa | tatoeba-test-v2021-08-07 | 0.64612 | 45.2 | 10506 | 75246 | | slv-deu | tatoeba-test-v2021-08-07 | 0.67667 | 50.1 | 492 | 3003 | | slv-eng | tatoeba-test-v2021-08-07 | 0.66956 | 50.9 | 2495 | 16940 | | slv-fra | tatoeba-test-v2021-08-07 | 0.57163 | 39.5 | 448 | 3792 | | afr-fra | flores101-devtest | 0.57150 | 30.7 | 1012 | 28343 | | afr-por | flores101-devtest | 0.56505 | 29.7 | 1012 | 26519 | | afr-spa | flores101-devtest | 0.47939 | 19.3 | 1012 | 29199 | | amh-spa | flores101-devtest | 2.986 | 0.0 | 1012 | 29199 | | ara-eng | flores101-devtest | 0.55947 | 28.2 | 1012 | 24721 | | ara-fra | flores101-devtest | 0.52333 | 24.4 | 1012 | 28343 | | bel-deu | flores101-devtest | 0.42452 | 9.4 | 1012 | 25094 | | bel-eng | flores101-devtest | 0.45285 | 12.7 | 1012 | 24721 | | bel-por | flores101-devtest | 0.43909 | 12.2 | 1012 | 26519 | | ben-deu | flores101-devtest | 0.41198 | 11.7 | 1012 | 25094 | | ben-eng | flores101-devtest | 0.48599 | 17.6 | 1012 | 24721 | | bul-por | flores101-devtest | 0.55794 | 27.4 | 1012 | 26519 | | cat-fra | flores101-devtest | 0.60255 | 34.4 | 1012 | 28343 | | ceb-deu | flores101-devtest | 0.44474 | 15.8 | 1012 | 25094 | | ceb-eng | flores101-devtest | 0.56418 | 31.5 | 1012 | 24721 | | ceb-fra | flores101-devtest | 0.47733 | 21.7 | 1012 | 28343 | | ceb-por | flores101-devtest | 0.48276 | 22.3 | 1012 | 26519 | | ceb-spa | flores101-devtest | 0.42858 | 16.1 | 1012 | 29199 | | ces-eng | flores101-devtest | 0.59579 | 31.5 | 1012 | 24721 | | ces-spa | flores101-devtest | 0.47675 | 18.8 | 1012 | 29199 | | cym-eng | flores101-devtest | 0.53043 | 28.7 | 1012 | 24721 | | cym-fra | flores101-devtest | 0.44739 | 18.6 | 1012 | 28343 | | cym-por | flores101-devtest | 0.42913 | 17.3 | 1012 | 26519 | | dan-eng | flores101-devtest | 0.67095 | 41.8 | 1012 | 24721 | | dan-por | flores101-devtest | 0.58416 | 31.4 | 1012 | 26519 | | dan-spa | flores101-devtest | 0.49829 | 21.2 | 1012 | 29199 | | deu-fra | flores101-devtest | 0.58079 | 30.8 | 1012 | 28343 | | eng-spa | flores101-devtest | 0.52948 | 24.2 | 1012 | 29199 | | est-por | flores101-devtest | 0.49186 | 21.5 | 1012 | 26519 | | est-spa | flores101-devtest | 7.401 | 0.0 | 1012 | 29199 | | fas-fra | flores101-devtest | 0.50503 | 22.5 | 1012 | 28343 | | fas-spa | flores101-devtest | 0.44071 | 15.6 | 1012 | 29199 | | fra-spa | flores101-devtest | 0.51076 | 22.4 | 1012 | 29199 | | glg-spa | flores101-devtest | 0.52622 | 23.6 | 1012 | 29199 | | heb-fra | flores101-devtest | 0.51604 | 24.7 | 1012 | 28343 | | heb-por | flores101-devtest | 0.50443 | 23.4 | 1012 | 26519 | | hin-eng | flores101-devtest | 0.55255 | 27.2 | 1012 | 24721 | | hin-fra | flores101-devtest | 0.49272 | 21.3 | 1012 | 28343 | | hrv-deu | flores101-devtest | 0.52262 | 22.1 | 1012 | 25094 | | hun-deu | flores101-devtest | 0.48932 | 18.8 | 1012 | 25094 | | hun-eng | flores101-devtest | 0.55055 | 26.3 | 1012 | 24721 | | hun-fra | flores101-devtest | 0.52136 | 23.9 | 1012 | 28343 | | hun-por | flores101-devtest | 0.50885 | 22.8 | 1012 | 26519 | | hun-spa | flores101-devtest | 0.45354 | 17.3 | 1012 | 29199 | | hye-deu | flores101-devtest | 0.41076 | 12.9 | 1012 | 25094 | | hye-eng | flores101-devtest | 0.46030 | 17.7 | 1012 | 24721 | | ind-deu | flores101-devtest | 0.50105 | 19.8 | 1012 | 25094 | | ind-spa | flores101-devtest | 0.47114 | 18.1 | 1012 | 29199 | | acm-deu | flores200-devtest | 0.45619 | 14.6 | 1012 | 25094 | | acm-eng | flores200-devtest | 0.52366 | 23.3 | 1012 | 24721 | | acm-fra | flores200-devtest | 0.49554 | 21.1 | 1012 | 28343 | | acm-por | flores200-devtest | 0.48961 | 20.0 | 1012 | 26519 | | acm-spa | flores200-devtest | 0.44080 | 15.6 | 1012 | 29199 | | afr-deu | flores200-devtest | 0.54906 | 25.2 | 1012 | 25094 | | afr-eng | flores200-devtest | 0.70517 | 48.9 | 1012 | 24721 | | afr-fra | flores200-devtest | 0.58448 | 32.2 | 1012 | 28343 | | afr-por | flores200-devtest | 0.58153 | 31.6 | 1012 | 26519 | | afr-spa | flores200-devtest | 0.48878 | 20.3 | 1012 | 29199 | | apc-deu | flores200-devtest | 0.43490 | 13.1 | 1012 | 25094 | | apc-eng | flores200-devtest | 0.50478 | 21.4 | 1012 | 24721 | | apc-fra | flores200-devtest | 0.48076 | 20.1 | 1012 | 28343 | | apc-por | flores200-devtest | 0.47020 | 19.0 | 1012 | 26519 | | apc-spa | flores200-devtest | 0.42945 | 14.8 | 1012 | 29199 | | arz-deu | flores200-devtest | 0.42474 | 11.3 | 1012 | 25094 | | arz-eng | flores200-devtest | 0.47931 | 18.3 | 1012 | 24721 | | arz-fra | flores200-devtest | 0.46238 | 17.4 | 1012 | 28343 | | arz-por | flores200-devtest | 0.44887 | 15.9 | 1012 | 26519 | | arz-spa | flores200-devtest | 0.41615 | 13.2 | 1012 | 29199 | | ast-deu | flores200-devtest | 0.48985 | 19.4 | 1012 | 25094 | | ast-eng | flores200-devtest | 0.57515 | 31.5 | 1012 | 24721 | | ast-fra | flores200-devtest | 0.54322 | 28.3 | 1012 | 28343 | | ast-por | flores200-devtest | 0.54963 | 28.5 | 1012 | 26519 | | ast-spa | flores200-devtest | 0.48973 | 20.6 | 1012 | 29199 | | awa-deu | flores200-devtest | 0.43494 | 12.9 | 1012 | 25094 | | awa-eng | flores200-devtest | 0.51602 | 21.6 | 1012 | 24721 | | awa-fra | flores200-devtest | 0.46758 | 18.5 | 1012 | 28343 | | awa-por | flores200-devtest | 0.45451 | 16.7 | 1012 | 26519 | | awa-spa | flores200-devtest | 0.41150 | 13.1 | 1012 | 29199 | | bak-eng | flores200-devtest | 0.40644 | 13.0 | 1012 | 24721 | | ban-eng | flores200-devtest | 0.42334 | 15.8 | 1012 | 24721 | | bel-deu | flores200-devtest | 0.43902 | 10.4 | 1012 | 25094 | | bel-eng | flores200-devtest | 0.46940 | 13.8 | 1012 | 24721 | | bel-fra | flores200-devtest | 0.46990 | 14.9 | 1012 | 28343 | | bel-por | flores200-devtest | 0.45316 | 13.5 | 1012 | 26519 | | bel-spa | flores200-devtest | 0.42921 | 12.5 | 1012 | 29199 | | ben-deu | flores200-devtest | 0.42924 | 12.9 | 1012 | 25094 | | ben-eng | flores200-devtest | 0.50522 | 19.7 | 1012 | 24721 | | ben-fra | flores200-devtest | 0.46063 | 17.9 | 1012 | 28343 | | ben-por | flores200-devtest | 0.45038 | 16.8 | 1012 | 26519 | | ben-spa | flores200-devtest | 0.40539 | 12.9 | 1012 | 29199 | | bho-eng | flores200-devtest | 0.45196 | 15.3 | 1012 | 24721 | | bho-fra | flores200-devtest | 0.40604 | 13.0 | 1012 | 28343 | | bho-por | flores200-devtest | 0.40225 | 12.3 | 1012 | 26519 | | bul-deu | flores200-devtest | 0.54127 | 23.5 | 1012 | 25094 | | bul-eng | flores200-devtest | 0.62424 | 34.4 | 1012 | 24721 | | bul-fra | flores200-devtest | 0.58328 | 30.7 | 1012 | 28343 | | bul-por | flores200-devtest | 5.337 | 0.0 | 1012 | 26519 | | bul-spa | flores200-devtest | 0.49353 | 20.4 | 1012 | 29199 | | cat-deu | flores200-devtest | 0.54433 | 24.6 | 1012 | 25094 | | cat-eng | flores200-devtest | 0.65595 | 39.7 | 1012 | 24721 | | cat-fra | flores200-devtest | 0.60898 | 35.2 | 1012 | 28343 | | cat-por | flores200-devtest | 0.61141 | 35.1 | 1012 | 26519 | | cat-spa | flores200-devtest | 0.52769 | 24.0 | 1012 | 29199 | | ceb-deu | flores200-devtest | 0.47268 | 18.2 | 1012 | 25094 | | ceb-eng | flores200-devtest | 0.60119 | 35.0 | 1012 | 24721 | | ceb-fra | flores200-devtest | 0.50664 | 24.1 | 1012 | 28343 | | ceb-por | flores200-devtest | 0.51634 | 25.5 | 1012 | 26519 | | ceb-spa | flores200-devtest | 0.45011 | 17.6 | 1012 | 29199 | | ces-deu | flores200-devtest | 0.54106 | 24.0 | 1012 | 25094 | | ces-eng | flores200-devtest | 0.61006 | 33.3 | 1012 | 24721 | | ces-fra | flores200-devtest | 0.57112 | 29.8 | 1012 | 28343 | | ces-por | flores200-devtest | 0.55542 | 27.3 | 1012 | 26519 | | ces-spa | flores200-devtest | 0.48656 | 19.7 | 1012 | 29199 | | crh-eng | flores200-devtest | 0.43370 | 15.6 | 1012 | 24721 | | crh-fra | flores200-devtest | 0.42209 | 15.5 | 1012 | 28343 | | crh-por | flores200-devtest | 0.41198 | 14.3 | 1012 | 26519 | | cym-deu | flores200-devtest | 0.43731 | 15.2 | 1012 | 25094 | | cym-eng | flores200-devtest | 0.57737 | 33.6 | 1012 | 24721 | | cym-fra | flores200-devtest | 0.48258 | 22.0 | 1012 | 28343 | | cym-por | flores200-devtest | 0.46295 | 20.3 | 1012 | 26519 | | cym-spa | flores200-devtest | 0.41890 | 15.0 | 1012 | 29199 | | dan-deu | flores200-devtest | 0.57400 | 27.6 | 1012 | 25094 | | dan-eng | flores200-devtest | 0.68190 | 43.4 | 1012 | 24721 | | dan-fra | flores200-devtest | 0.60529 | 34.2 | 1012 | 28343 | | dan-por | flores200-devtest | 0.59291 | 32.6 | 1012 | 26519 | | dan-spa | flores200-devtest | 0.50557 | 21.9 | 1012 | 29199 | | deu-eng | flores200-devtest | 0.63939 | 37.5 | 1012 | 24721 | | deu-fra | flores200-devtest | 0.59224 | 32.1 | 1012 | 28343 | | deu-por | flores200-devtest | 0.57294 | 29.9 | 1012 | 26519 | | deu-spa | flores200-devtest | 0.49911 | 21.2 | 1012 | 29199 | | ell-deu | flores200-devtest | 0.49105 | 19.1 | 1012 | 25094 | | ell-eng | flores200-devtest | 0.56033 | 27.8 | 1012 | 24721 | | ell-fra | flores200-devtest | 0.53870 | 26.6 | 1012 | 28343 | | ell-por | flores200-devtest | 0.52260 | 24.4 | 1012 | 26519 | | ell-spa | flores200-devtest | 0.46740 | 18.7 | 1012 | 29199 | | eng-deu | flores200-devtest | 0.60520 | 32.4 | 1012 | 25094 | | eng-fra | flores200-devtest | 0.66872 | 43.5 | 1012 | 28343 | | eng-por | flores200-devtest | 0.67743 | 44.1 | 1012 | 26519 | | eng-spa | flores200-devtest | 0.53557 | 24.9 | 1012 | 29199 | | epo-deu | flores200-devtest | 0.53318 | 24.2 | 1012 | 25094 | | epo-eng | flores200-devtest | 0.62715 | 37.7 | 1012 | 24721 | | epo-fra | flores200-devtest | 0.57884 | 31.6 | 1012 | 28343 | | epo-por | flores200-devtest | 0.56714 | 30.2 | 1012 | 26519 | | epo-spa | flores200-devtest | 0.49035 | 20.5 | 1012 | 29199 | | est-deu | flores200-devtest | 0.50626 | 20.4 | 1012 | 25094 | | est-eng | flores200-devtest | 0.57279 | 29.3 | 1012 | 24721 | | est-fra | flores200-devtest | 0.53780 | 26.3 | 1012 | 28343 | | est-por | flores200-devtest | 0.51310 | 23.4 | 1012 | 26519 | | est-spa | flores200-devtest | 0.46627 | 18.2 | 1012 | 29199 | | eus-deu | flores200-devtest | 0.44830 | 14.7 | 1012 | 25094 | | eus-eng | flores200-devtest | 0.51096 | 22.0 | 1012 | 24721 | | eus-fra | flores200-devtest | 0.49651 | 21.8 | 1012 | 28343 | | eus-por | flores200-devtest | 0.48740 | 20.7 | 1012 | 26519 | | eus-spa | flores200-devtest | 0.44865 | 16.5 | 1012 | 29199 | | fao-eng | flores200-devtest | 0.43250 | 19.1 | 1012 | 24721 | | fin-deu | flores200-devtest | 0.49527 | 19.2 | 1012 | 25094 | | fin-eng | flores200-devtest | 0.55423 | 27.0 | 1012 | 24721 | | fin-fra | flores200-devtest | 0.52835 | 25.0 | 1012 | 28343 | | fin-por | flores200-devtest | 0.51183 | 23.0 | 1012 | 26519 | | fin-spa | flores200-devtest | 0.45946 | 17.3 | 1012 | 29199 | | fra-deu | flores200-devtest | 0.55138 | 24.9 | 1012 | 25094 | | fra-eng | flores200-devtest | 0.64752 | 39.0 | 1012 | 24721 | | fra-por | flores200-devtest | 0.60213 | 33.6 | 1012 | 26519 | | fra-spa | flores200-devtest | 0.51450 | 22.8 | 1012 | 29199 | | fur-deu | flores200-devtest | 0.45446 | 14.7 | 1012 | 25094 | | fur-eng | flores200-devtest | 0.53564 | 25.1 | 1012 | 24721 | | fur-fra | flores200-devtest | 0.51427 | 23.1 | 1012 | 28343 | | fur-por | flores200-devtest | 0.50812 | 22.2 | 1012 | 26519 | | fur-spa | flores200-devtest | 0.44720 | 16.2 | 1012 | 29199 | | gle-deu | flores200-devtest | 0.42946 | 12.9 | 1012 | 25094 | | gle-eng | flores200-devtest | 0.51262 | 23.5 | 1012 | 24721 | | gle-fra | flores200-devtest | 0.46495 | 19.1 | 1012 | 28343 | | gle-por | flores200-devtest | 0.45996 | 17.9 | 1012 | 26519 | | gle-spa | flores200-devtest | 0.41473 | 14.0 | 1012 | 29199 | | glg-deu | flores200-devtest | 0.53798 | 23.1 | 1012 | 25094 | | glg-eng | flores200-devtest | 0.63363 | 35.7 | 1012 | 24721 | | glg-fra | flores200-devtest | 0.60004 | 33.4 | 1012 | 28343 | | glg-por | flores200-devtest | 0.59372 | 31.7 | 1012 | 26519 | | glg-spa | flores200-devtest | 0.52788 | 23.8 | 1012 | 29199 | | guj-eng | flores200-devtest | 0.47897 | 17.8 | 1012 | 24721 | | guj-fra | flores200-devtest | 0.40053 | 13.7 | 1012 | 28343 | | hat-deu | flores200-devtest | 0.46100 | 16.4 | 1012 | 25094 | | hat-eng | flores200-devtest | 0.55513 | 28.4 | 1012 | 24721 | | hat-fra | flores200-devtest | 0.57504 | 30.2 | 1012 | 28343 | | hat-por | flores200-devtest | 0.51068 | 23.4 | 1012 | 26519 | | hat-spa | flores200-devtest | 0.44874 | 15.7 | 1012 | 29199 | | heb-deu | flores200-devtest | 0.49571 | 20.0 | 1012 | 25094 | | heb-eng | flores200-devtest | 0.57539 | 31.5 | 1012 | 24721 | | heb-fra | flores200-devtest | 0.53710 | 27.4 | 1012 | 28343 | | heb-por | flores200-devtest | 0.52607 | 25.6 | 1012 | 26519 | | heb-spa | flores200-devtest | 0.45847 | 18.0 | 1012 | 29199 | | hin-deu | flores200-devtest | 0.47254 | 17.3 | 1012 | 25094 | | hin-eng | flores200-devtest | 0.57180 | 29.2 | 1012 | 24721 | | hin-fra | flores200-devtest | 0.50629 | 22.7 | 1012 | 28343 | | hin-por | flores200-devtest | 0.50034 | 22.1 | 1012 | 26519 | | hin-spa | flores200-devtest | 0.43766 | 15.4 | 1012 | 29199 | | hne-deu | flores200-devtest | 0.43825 | 13.4 | 1012 | 25094 | | hne-eng | flores200-devtest | 0.54087 | 25.1 | 1012 | 24721 | | hne-fra | flores200-devtest | 0.47247 | 19.6 | 1012 | 28343 | | hne-por | flores200-devtest | 0.46857 | 18.8 | 1012 | 26519 | | hne-spa | flores200-devtest | 0.41174 | 13.3 | 1012 | 29199 | | hrv-deu | flores200-devtest | 0.53335 | 23.4 | 1012 | 25094 | | hrv-eng | flores200-devtest | 0.59962 | 32.5 | 1012 | 24721 | | hrv-fra | flores200-devtest | 0.57021 | 29.8 | 1012 | 28343 | | hrv-por | flores200-devtest | 0.55294 | 27.7 | 1012 | 26519 | | hrv-spa | flores200-devtest | 0.48816 | 20.1 | 1012 | 29199 | | hun-deu | flores200-devtest | 0.50156 | 19.7 | 1012 | 25094 | | hun-eng | flores200-devtest | 0.56407 | 27.8 | 1012 | 24721 | | hun-fra | flores200-devtest | 0.53635 | 25.6 | 1012 | 28343 | | hun-por | flores200-devtest | 0.51983 | 24.0 | 1012 | 26519 | | hun-spa | flores200-devtest | 0.46453 | 18.1 | 1012 | 29199 | | hye-deu | flores200-devtest | 0.43223 | 14.1 | 1012 | 25094 | | hye-eng | flores200-devtest | 0.48108 | 18.4 | 1012 | 24721 | | hye-fra | flores200-devtest | 0.46422 | 19.7 | 1012 | 28343 | | hye-por | flores200-devtest | 0.45328 | 17.7 | 1012 | 26519 | | hye-spa | flores200-devtest | 0.40969 | 14.4 | 1012 | 29199 | | ilo-deu | flores200-devtest | 0.43664 | 14.9 | 1012 | 25094 | | ilo-eng | flores200-devtest | 0.54456 | 28.3 | 1012 | 24721 | | ilo-fra | flores200-devtest | 0.46765 | 20.0 | 1012 | 28343 | | ilo-por | flores200-devtest | 0.43883 | 18.4 | 1012 | 26519 | | ilo-spa | flores200-devtest | 0.41178 | 14.8 | 1012 | 29199 | | ind-deu | flores200-devtest | 0.51349 | 21.0 | 1012 | 25094 | | ind-eng | flores200-devtest | 0.63177 | 36.0 | 1012 | 24721 | | ind-fra | flores200-devtest | 0.55816 | 27.9 | 1012 | 28343 | | ind-por | flores200-devtest | 0.55437 | 27.4 | 1012 | 26519 | | ind-spa | flores200-devtest | 0.47702 | 18.5 | 1012 | 29199 | | isl-deu | flores200-devtest | 0.44626 | 17.1 | 1012 | 25094 | | isl-eng | flores200-devtest | 0.50201 | 24.4 | 1012 | 24721 | | isl-fra | flores200-devtest | 0.47250 | 20.9 | 1012 | 28343 | | isl-por | flores200-devtest | 0.45749 | 19.6 | 1012 | 26519 | | isl-spa | flores200-devtest | 0.41715 | 15.0 | 1012 | 29199 | | ita-deu | flores200-devtest | 0.52234 | 20.3 | 1012 | 25094 | | ita-eng | flores200-devtest | 0.59001 | 28.7 | 1012 | 24721 | | ita-fra | flores200-devtest | 0.58465 | 29.6 | 1012 | 28343 | | ita-por | flores200-devtest | 0.56491 | 26.5 | 1012 | 26519 | | ita-spa | flores200-devtest | 0.51136 | 21.8 | 1012 | 29199 | | jav-deu | flores200-devtest | 0.41271 | 13.2 | 1012 | 25094 | | jav-eng | flores200-devtest | 0.51285 | 25.7 | 1012 | 24721 | | jav-fra | flores200-devtest | 0.44758 | 18.2 | 1012 | 28343 | | jav-por | flores200-devtest | 0.44290 | 18.2 | 1012 | 26519 | | jav-spa | flores200-devtest | 0.40022 | 13.3 | 1012 | 29199 | | jpn-deu | flores200-devtest | 0.40420 | 9.8 | 1012 | 25094 | | jpn-eng | flores200-devtest | 0.44981 | 14.7 | 1012 | 24721 | | jpn-fra | flores200-devtest | 0.42825 | 14.5 | 1012 | 28343 | | jpn-por | flores200-devtest | 0.41558 | 13.1 | 1012 | 26519 | | kan-eng | flores200-devtest | 0.42126 | 12.6 | 1012 | 24721 | | kat-eng | flores200-devtest | 0.41805 | 11.0 | 1012 | 24721 | | kat-fra | flores200-devtest | 0.41761 | 13.8 | 1012 | 28343 | | kat-por | flores200-devtest | 0.40563 | 11.6 | 1012 | 26519 | | kaz-deu | flores200-devtest | 0.40259 | 11.5 | 1012 | 25094 | | kaz-eng | flores200-devtest | 0.47058 | 18.6 | 1012 | 24721 | | kaz-fra | flores200-devtest | 0.43576 | 17.0 | 1012 | 28343 | | kaz-por | flores200-devtest | 0.42895 | 16.0 | 1012 | 26519 | | kaz-spa | flores200-devtest | 0.40349 | 13.2 | 1012 | 29199 | | kea-deu | flores200-devtest | 0.44701 | 15.5 | 1012 | 25094 | | kea-eng | flores200-devtest | 0.55673 | 29.0 | 1012 | 24721 | | kea-fra | flores200-devtest | 0.50910 | 23.0 | 1012 | 28343 | | kea-por | flores200-devtest | 0.54023 | 25.9 | 1012 | 26519 | | kea-spa | flores200-devtest | 0.44788 | 16.5 | 1012 | 29199 | | lij-deu | flores200-devtest | 0.45413 | 14.9 | 1012 | 25094 | | lij-eng | flores200-devtest | 0.54269 | 25.4 | 1012 | 24721 | | lij-fra | flores200-devtest | 0.51381 | 23.4 | 1012 | 28343 | | lij-por | flores200-devtest | 0.50523 | 22.0 | 1012 | 26519 | | lij-spa | flores200-devtest | 0.44284 | 16.3 | 1012 | 29199 | | lim-deu | flores200-devtest | 0.42001 | 12.5 | 1012 | 25094 | | lim-eng | flores200-devtest | 0.47493 | 20.5 | 1012 | 24721 | | lim-fra | flores200-devtest | 0.41951 | 15.8 | 1012 | 28343 | | lim-por | flores200-devtest | 0.41365 | 15.2 | 1012 | 26519 | | mag-fra | flores200-devtest | 0.47212 | 19.2 | 1012 | 28343 | | mai-eng | flores200-devtest | 2.920 | 0.0 | 1012 | 24721 | | mal-eng | flores200-devtest | 0.41587 | 11.2 | 1012 | 24721 | | mar-deu | flores200-devtest | 0.41360 | 12.0 | 1012 | 25094 | | mar-eng | flores200-devtest | 0.49778 | 20.4 | 1012 | 24721 | | mar-fra | flores200-devtest | 0.44433 | 16.4 | 1012 | 28343 | | mar-por | flores200-devtest | 0.41099 | 14.1 | 1012 | 26519 | | mkd-deu | flores200-devtest | 0.53803 | 24.4 | 1012 | 25094 | | mkd-eng | flores200-devtest | 0.62358 | 35.5 | 1012 | 24721 | | mkd-fra | flores200-devtest | 0.57363 | 30.7 | 1012 | 28343 | | mkd-por | flores200-devtest | 0.56317 | 29.3 | 1012 | 26519 | | mkd-spa | flores200-devtest | 0.49183 | 20.7 | 1012 | 29199 | | mlt-deu | flores200-devtest | 0.53283 | 23.4 | 1012 | 25094 | | mlt-eng | flores200-devtest | 0.68020 | 43.0 | 1012 | 24721 | | mlt-fra | flores200-devtest | 0.59058 | 32.9 | 1012 | 28343 | | mlt-por | flores200-devtest | 0.58768 | 31.4 | 1012 | 26519 | | mlt-spa | flores200-devtest | 0.49482 | 20.7 | 1012 | 29199 | | nld-eng | flores200-devtest | 0.56888 | 27.9 | 1012 | 24721 | | nno-eng | flores200-devtest | 0.65106 | 39.8 | 1012 | 24721 | | nno-fra | flores200-devtest | 0.57584 | 31.3 | 1012 | 28343 | | nno-por | flores200-devtest | 4.158 | 0.0 | 1012 | 26519 | | nob-eng | flores200-devtest | 0.64640 | 39.4 | 1012 | 24721 | | nob-por | flores200-devtest | 0.56479 | 28.9 | 1012 | 26519 | | nob-spa | flores200-devtest | 0.48859 | 19.8 | 1012 | 29199 | | npi-deu | flores200-devtest | 0.41007 | 11.8 | 1012 | 25094 | | npi-eng | flores200-devtest | 0.49418 | 20.6 | 1012 | 24721 | | nso-eng | flores200-devtest | 0.40320 | 17.2 | 1012 | 24721 | | oci-deu | flores200-devtest | 0.53449 | 23.1 | 1012 | 25094 | | oci-spa | flores200-devtest | 0.50129 | 20.2 | 1012 | 29199 | | pan-eng | flores200-devtest | 0.44813 | 15.1 | 1012 | 24721 | | pan-fra | flores200-devtest | 0.40807 | 14.4 | 1012 | 28343 | | pap-deu | flores200-devtest | 0.49116 | 19.3 | 1012 | 25094 | | pap-eng | flores200-devtest | 0.63771 | 37.6 | 1012 | 24721 | | pap-fra | flores200-devtest | 0.54728 | 27.3 | 1012 | 28343 | | pap-por | flores200-devtest | 0.55832 | 29.0 | 1012 | 26519 | | pap-spa | flores200-devtest | 0.47334 | 19.0 | 1012 | 29199 | | pes-deu | flores200-devtest | 0.47708 | 17.9 | 1012 | 25094 | | pes-eng | flores200-devtest | 0.55400 | 27.4 | 1012 | 24721 | | pes-fra | flores200-devtest | 0.51858 | 24.3 | 1012 | 28343 | | pes-por | flores200-devtest | 0.50867 | 22.8 | 1012 | 26519 | | pes-spa | flores200-devtest | 0.44988 | 16.3 | 1012 | 29199 | | plt-eng | flores200-devtest | 0.42666 | 16.5 | 1012 | 24721 | | plt-fra | flores200-devtest | 0.40604 | 15.3 | 1012 | 28343 | | pol-deu | flores200-devtest | 0.48933 | 17.7 | 1012 | 25094 | | pol-eng | flores200-devtest | 0.53490 | 23.3 | 1012 | 24721 | | pol-fra | flores200-devtest | 0.53036 | 24.5 | 1012 | 28343 | | pol-por | flores200-devtest | 0.50576 | 21.8 | 1012 | 26519 | | pol-spa | flores200-devtest | 0.46596 | 17.7 | 1012 | 29199 | | por-deu | flores200-devtest | 0.55612 | 25.9 | 1012 | 25094 | | por-eng | flores200-devtest | 0.68137 | 43.6 | 1012 | 24721 | | por-fra | flores200-devtest | 0.62509 | 37.3 | 1012 | 28343 | | por-spa | flores200-devtest | 0.52540 | 24.1 | 1012 | 29199 | | prs-deu | flores200-devtest | 0.46660 | 17.6 | 1012 | 25094 | | prs-eng | flores200-devtest | 0.54932 | 28.1 | 1012 | 24721 | | prs-fra | flores200-devtest | 0.50825 | 23.5 | 1012 | 28343 | | prs-por | flores200-devtest | 0.50179 | 23.3 | 1012 | 26519 | | prs-spa | flores200-devtest | 0.44000 | 16.1 | 1012 | 29199 | | ron-deu | flores200-devtest | 0.54879 | 24.7 | 1012 | 25094 | | ron-eng | flores200-devtest | 0.64557 | 37.2 | 1012 | 24721 | | ron-fra | flores200-devtest | 0.61341 | 34.7 | 1012 | 28343 | | ron-por | flores200-devtest | 0.60040 | 32.8 | 1012 | 26519 | | ron-spa | flores200-devtest | 0.51475 | 22.8 | 1012 | 29199 | | rus-deu | flores200-devtest | 0.51905 | 20.8 | 1012 | 25094 | | rus-eng | flores200-devtest | 0.57662 | 28.8 | 1012 | 24721 | | rus-fra | flores200-devtest | 0.55678 | 27.9 | 1012 | 28343 | | rus-por | flores200-devtest | 0.53912 | 25.5 | 1012 | 26519 | | rus-spa | flores200-devtest | 0.47828 | 19.2 | 1012 | 29199 | | sat-deu | flores200-devtest | 6.870 | 0.0 | 1012 | 25094 | | slv-eng | flores200-devtest | 0.57057 | 28.2 | 1012 | 24721 | | slv-fra | flores200-devtest | 0.55067 | 27.4 | 1012 | 28343 | | slv-por | flores200-devtest | 0.53086 | 25.1 | 1012 | 26519 | | slv-spa | flores200-devtest | 0.47518 | 18.7 | 1012 | 29199 | | ces-eng | generaltest2022 | 0.60672 | 34.6 | 1448 | 30675 | | deu-eng | generaltest2022 | 0.52754 | 26.9 | 1984 | 37634 | | deu-fra | generaltest2022 | 0.55856 | 30.8 | 1984 | 38276 | | eng-deu | generaltest2022 | 0.57350 | 28.6 | 2037 | 38914 | | fra-deu | generaltest2022 | 0.60353 | 34.7 | 2006 | 37696 | | rus-eng | generaltest2022 | 0.60801 | 34.6 | 2016 | 38529 | | ces-deu | multi30k_test_2016_flickr | 0.51274 | 20.8 | 1000 | 12106 | | ces-eng | multi30k_test_2016_flickr | 0.52823 | 27.9 | 1000 | 12955 | | ces-fra | multi30k_test_2016_flickr | 0.52744 | 24.4 | 1000 | 13505 | | deu-eng | multi30k_test_2016_flickr | 0.56595 | 35.4 | 1000 | 12955 | | deu-fra | multi30k_test_2016_flickr | 0.57493 | 31.5 | 1000 | 13505 | | eng-deu | multi30k_test_2016_flickr | 0.59379 | 29.4 | 1000 | 12106 | | eng-fra | multi30k_test_2016_flickr | 0.64500 | 40.5 | 1000 | 13505 | | fra-deu | multi30k_test_2016_flickr | 0.56056 | 26.2 | 1000 | 12106 | | fra-eng | multi30k_test_2016_flickr | 0.60673 | 40.2 | 1000 | 12955 | | deu-eng | multi30k_test_2017_flickr | 0.58069 | 34.8 | 1000 | 11374 | | deu-fra | multi30k_test_2017_flickr | 0.56846 | 30.1 | 1000 | 12118 | | eng-deu | multi30k_test_2017_flickr | 0.58669 | 29.4 | 1000 | 10755 | | eng-fra | multi30k_test_2017_flickr | 0.65169 | 42.2 | 1000 | 12118 | | fra-deu | multi30k_test_2017_flickr | 0.54803 | 24.4 | 1000 | 10755 | | fra-eng | multi30k_test_2017_flickr | 0.63521 | 43.2 | 1000 | 11374 | | deu-eng | multi30k_test_2017_mscoco | 0.50914 | 27.9 | 461 | 5231 | | deu-fra | multi30k_test_2017_mscoco | 0.54647 | 28.3 | 461 | 5484 | | eng-deu | multi30k_test_2017_mscoco | 0.53295 | 24.1 | 461 | 5158 | | eng-fra | multi30k_test_2017_mscoco | 0.67467 | 46.2 | 461 | 5484 | | fra-deu | multi30k_test_2017_mscoco | 0.51160 | 21.8 | 461 | 5158 | | fra-eng | multi30k_test_2017_mscoco | 0.61818 | 41.7 | 461 | 5231 | | ces-deu | multi30k_test_2018_flickr | 0.47659 | 18.5 | 1071 | 13703 | | ces-eng | multi30k_test_2018_flickr | 0.52268 | 27.2 | 1071 | 14689 | | ces-fra | multi30k_test_2018_flickr | 0.49188 | 21.8 | 1071 | 15867 | | deu-eng | multi30k_test_2018_flickr | 0.54633 | 31.1 | 1071 | 14689 | | deu-fra | multi30k_test_2018_flickr | 0.52709 | 25.7 | 1071 | 15867 | | eng-deu | multi30k_test_2018_flickr | 0.55437 | 25.8 | 1071 | 13703 | | eng-fra | multi30k_test_2018_flickr | 0.60698 | 35.3 | 1071 | 15867 | | fra-deu | multi30k_test_2018_flickr | 0.51119 | 20.4 | 1071 | 13703 | | fra-eng | multi30k_test_2018_flickr | 0.59774 | 37.8 | 1071 | 14689 | | eng-fra | newsdiscusstest2015 | 0.60132 | 33.5 | 1500 | 27975 | | fra-eng | newsdiscusstest2015 | 0.58599 | 35.3 | 1500 | 26982 | | ces-deu | newssyscomb2009 | 0.50450 | 19.5 | 502 | 11271 | | ces-eng | newssyscomb2009 | 0.53905 | 26.4 | 502 | 11818 | | ces-fra | newssyscomb2009 | 0.54939 | 26.1 | 502 | 12331 | | ces-spa | newssyscomb2009 | 0.54720 | 27.3 | 502 | 12503 | | deu-eng | newssyscomb2009 | 0.53558 | 26.9 | 502 | 11818 | | deu-fra | newssyscomb2009 | 0.53583 | 24.5 | 502 | 12331 | | deu-spa | newssyscomb2009 | 0.53401 | 25.7 | 502 | 12503 | | eng-deu | newssyscomb2009 | 0.51555 | 20.1 | 502 | 11271 | | eng-fra | newssyscomb2009 | 0.56789 | 27.8 | 502 | 12331 | | eng-spa | newssyscomb2009 | 0.56968 | 29.8 | 502 | 12503 | | fra-deu | newssyscomb2009 | 0.50943 | 20.6 | 502 | 11271 | | fra-eng | newssyscomb2009 | 0.55832 | 29.2 | 502 | 11818 | | fra-spa | newssyscomb2009 | 0.58793 | 32.7 | 502 | 12503 | | hun-deu | newssyscomb2009 | 0.46007 | 14.7 | 502 | 11271 | | hun-eng | newssyscomb2009 | 0.48677 | 20.4 | 502 | 11818 | | hun-fra | newssyscomb2009 | 0.48681 | 18.9 | 502 | 12331 | | hun-spa | newssyscomb2009 | 0.49098 | 20.9 | 502 | 12503 | | ita-deu | newssyscomb2009 | 0.51720 | 20.8 | 502 | 11271 | | ita-eng | newssyscomb2009 | 0.57787 | 31.8 | 502 | 11818 | | ita-fra | newssyscomb2009 | 0.59854 | 31.5 | 502 | 12331 | | ita-spa | newssyscomb2009 | 0.59911 | 34.1 | 502 | 12503 | | ces-deu | newstest2008 | 0.50184 | 19.2 | 2051 | 47447 | | ces-eng | newstest2008 | 0.50980 | 22.6 | 2051 | 49380 | | ces-fra | newstest2008 | 0.52405 | 23.4 | 2051 | 52685 | | ces-spa | newstest2008 | 0.52270 | 24.3 | 2051 | 52586 | | deu-eng | newstest2008 | 0.52210 | 24.4 | 2051 | 49380 | | deu-fra | newstest2008 | 0.52589 | 23.9 | 2051 | 52685 | | deu-spa | newstest2008 | 0.51902 | 23.8 | 2051 | 52586 | | eng-deu | newstest2008 | 0.50792 | 20.7 | 2051 | 47447 | | eng-fra | newstest2008 | 0.53657 | 24.8 | 2051 | 52685 | | eng-spa | newstest2008 | 0.54883 | 27.6 | 2051 | 52586 | | fra-deu | newstest2008 | 0.50380 | 20.0 | 2051 | 47447 | | fra-eng | newstest2008 | 0.52690 | 24.6 | 2051 | 49380 | | fra-spa | newstest2008 | 0.56865 | 30.9 | 2051 | 52586 | | hun-deu | newstest2008 | 0.45945 | 15.1 | 2051 | 47447 | | hun-eng | newstest2008 | 0.46583 | 17.4 | 2051 | 49380 | | hun-fra | newstest2008 | 0.47705 | 18.5 | 2051 | 52685 | | hun-spa | newstest2008 | 0.47837 | 19.5 | 2051 | 52586 | | ces-deu | newstest2009 | 0.50212 | 20.1 | 2525 | 62816 | | ces-eng | newstest2009 | 0.52672 | 25.0 | 2525 | 65399 | | ces-fra | newstest2009 | 0.52509 | 23.6 | 2525 | 69263 | | ces-spa | newstest2009 | 0.52698 | 24.5 | 2525 | 68111 | | deu-eng | newstest2009 | 0.51657 | 24.0 | 2525 | 65399 | | deu-fra | newstest2009 | 0.51700 | 23.2 | 2525 | 69263 | | deu-spa | newstest2009 | 0.51476 | 23.3 | 2525 | 68111 | | eng-deu | newstest2009 | 0.50867 | 19.7 | 2525 | 62816 | | eng-fra | newstest2009 | 0.55505 | 27.0 | 2525 | 69263 | | eng-spa | newstest2009 | 0.56130 | 28.0 | 2525 | 68111 | | fra-deu | newstest2009 | 0.50213 | 19.9 | 2525 | 62816 | | fra-eng | newstest2009 | 0.54762 | 27.9 | 2525 | 65399 | | fra-spa | newstest2009 | 0.57098 | 30.2 | 2525 | 68111 | | hun-deu | newstest2009 | 0.45859 | 15.0 | 2525 | 62816 | | hun-eng | newstest2009 | 0.47458 | 19.1 | 2525 | 65399 | | hun-fra | newstest2009 | 0.47259 | 18.4 | 2525 | 69263 | | hun-spa | newstest2009 | 0.47918 | 19.5 | 2525 | 68111 | | ita-deu | newstest2009 | 0.50313 | 19.9 | 2525 | 62816 | | ita-eng | newstest2009 | 0.57010 | 30.9 | 2525 | 65399 | | ita-fra | newstest2009 | 0.57497 | 29.8 | 2525 | 69263 | | ita-spa | newstest2009 | 0.58142 | 31.8 | 2525 | 68111 | | ces-deu | newstest2010 | 0.51231 | 20.9 | 2489 | 61503 | | ces-eng | newstest2010 | 0.54084 | 26.2 | 2489 | 61711 | | ces-fra | newstest2010 | 0.53352 | 24.8 | 2489 | 66022 | | ces-spa | newstest2010 | 0.55395 | 28.3 | 2489 | 65480 | | deu-eng | newstest2010 | 0.55776 | 27.8 | 2489 | 61711 | | deu-fra | newstest2010 | 0.55086 | 26.4 | 2489 | 66022 | | deu-spa | newstest2010 | 0.56549 | 29.3 | 2489 | 65480 | | eng-deu | newstest2010 | 0.52287 | 22.8 | 2489 | 61503 | | eng-fra | newstest2010 | 0.57485 | 29.9 | 2489 | 66022 | | eng-spa | newstest2010 | 0.60005 | 33.8 | 2489 | 65480 | | fra-deu | newstest2010 | 0.51053 | 20.9 | 2489 | 61503 | | fra-eng | newstest2010 | 0.56909 | 29.5 | 2489 | 61711 | | fra-spa | newstest2010 | 0.60389 | 34.8 | 2489 | 65480 | | ces-deu | newstest2011 | 0.49767 | 20.0 | 3003 | 72981 | | ces-eng | newstest2011 | 0.53124 | 25.2 | 3003 | 74681 | | ces-fra | newstest2011 | 0.53716 | 26.0 | 3003 | 80626 | | ces-spa | newstest2011 | 0.54005 | 27.9 | 3003 | 79476 | | deu-eng | newstest2011 | 0.52573 | 24.1 | 3003 | 74681 | | deu-fra | newstest2011 | 0.53006 | 24.4 | 3003 | 80626 | | deu-spa | newstest2011 | 0.53884 | 27.2 | 3003 | 79476 | | eng-deu | newstest2011 | 0.50516 | 20.6 | 3003 | 72981 | | eng-fra | newstest2011 | 0.58992 | 31.6 | 3003 | 80626 | | eng-spa | newstest2011 | 0.60182 | 36.0 | 3003 | 79476 | | fra-deu | newstest2011 | 0.50177 | 20.3 | 3003 | 72981 | | fra-eng | newstest2011 | 0.57307 | 30.2 | 3003 | 74681 | | fra-spa | newstest2011 | 0.60832 | 36.8 | 3003 | 79476 | | ces-deu | newstest2012 | 0.49618 | 20.2 | 3003 | 72886 | | ces-eng | newstest2012 | 0.52837 | 24.8 | 3003 | 72812 | | ces-fra | newstest2012 | 0.53314 | 24.9 | 3003 | 78011 | | ces-spa | newstest2012 | 0.53704 | 27.1 | 3003 | 79006 | | deu-eng | newstest2012 | 0.53682 | 25.7 | 3003 | 72812 | | deu-fra | newstest2012 | 0.53422 | 24.9 | 3003 | 78011 | | deu-spa | newstest2012 | 0.54192 | 27.9 | 3003 | 79006 | | eng-deu | newstest2012 | 0.50517 | 21.1 | 3003 | 72886 | | eng-fra | newstest2012 | 0.57322 | 29.6 | 3003 | 78011 | | eng-spa | newstest2012 | 0.60322 | 35.9 | 3003 | 79006 | | fra-deu | newstest2012 | 0.49972 | 20.8 | 3003 | 72886 | | fra-eng | newstest2012 | 0.57028 | 30.2 | 3003 | 72812 | | fra-spa | newstest2012 | 0.60309 | 36.2 | 3003 | 79006 | | rus-deu | newstest2012 | 0.45798 | 16.1 | 3003 | 72886 | | rus-eng | newstest2012 | 0.58723 | 32.9 | 3003 | 72812 | | rus-fra | newstest2012 | 0.50740 | 22.2 | 3003 | 78011 | | rus-spa | newstest2012 | 0.51641 | 25.1 | 3003 | 79006 | | ces-deu | newstest2013 | 0.51978 | 22.6 | 3000 | 63737 | | ces-eng | newstest2013 | 0.55207 | 28.2 | 3000 | 64505 | | ces-fra | newstest2013 | 0.53236 | 26.0 | 3000 | 70037 | | ces-spa | newstest2013 | 0.54234 | 28.1 | 3000 | 70528 | | deu-eng | newstest2013 | 0.55601 | 28.7 | 3000 | 64505 | | deu-fra | newstest2013 | 0.53764 | 27.1 | 3000 | 70037 | | deu-spa | newstest2013 | 0.54225 | 28.4 | 3000 | 70528 | | eng-deu | newstest2013 | 0.53039 | 24.6 | 3000 | 63737 | | eng-fra | newstest2013 | 0.56938 | 30.9 | 3000 | 70037 | | eng-spa | newstest2013 | 0.57944 | 32.7 | 3000 | 70528 | | fra-deu | newstest2013 | 0.51437 | 22.1 | 3000 | 63737 | | fra-eng | newstest2013 | 0.57158 | 31.4 | 3000 | 64505 | | fra-spa | newstest2013 | 0.57480 | 32.5 | 3000 | 70528 | | rus-deu | newstest2013 | 0.49914 | 20.5 | 3000 | 63737 | | rus-eng | newstest2013 | 0.53711 | 26.6 | 3000 | 64505 | | rus-fra | newstest2013 | 0.52616 | 25.2 | 3000 | 70037 | | rus-spa | newstest2013 | 0.53637 | 27.8 | 3000 | 70528 | | ces-eng | newstest2014 | 0.58425 | 30.3 | 3003 | 68065 | | deu-eng | newstest2014 | 0.56105 | 28.8 | 3003 | 67337 | | eng-deu | newstest2014 | 0.54995 | 23.6 | 3003 | 62688 | | eng-fra | newstest2014 | 0.62054 | 35.7 | 3003 | 77306 | | fra-eng | newstest2014 | 0.60603 | 33.8 | 3003 | 70708 | | hin-eng | newstest2014 | 0.52740 | 22.1 | 2507 | 55571 | | rus-eng | newstest2014 | 0.59871 | 32.9 | 3003 | 69210 | | ces-eng | newstest2015 | 0.53850 | 27.5 | 2656 | 53569 | | deu-eng | newstest2015 | 0.56659 | 30.2 | 2169 | 46443 | | eng-deu | newstest2015 | 0.56263 | 27.3 | 2169 | 44260 | | fin-eng | newstest2015 | 0.50789 | 22.9 | 1370 | 27270 | | rus-eng | newstest2015 | 0.56533 | 29.7 | 2818 | 64428 | | ces-eng | newstest2016 | 0.56310 | 29.3 | 2999 | 64670 | | deu-eng | newstest2016 | 0.61288 | 35.7 | 2999 | 64119 | | eng-deu | newstest2016 | 0.60235 | 32.9 | 2999 | 62669 | | fin-eng | newstest2016 | 0.53305 | 25.4 | 3000 | 62945 | | ron-eng | newstest2016 | 0.60502 | 34.6 | 1999 | 47562 | | rus-eng | newstest2016 | 0.56287 | 29.4 | 2998 | 69278 | | ces-eng | newstest2017 | 0.53171 | 25.8 | 3005 | 61721 | | deu-eng | newstest2017 | 0.57941 | 31.8 | 3004 | 64399 | | eng-deu | newstest2017 | 0.55674 | 26.1 | 3004 | 61287 | | fin-eng | newstest2017 | 0.54579 | 27.1 | 3002 | 61846 | | lav-eng | newstest2017 | 0.49180 | 19.0 | 2001 | 47511 | | rus-eng | newstest2017 | 0.59103 | 33.2 | 3001 | 69025 | | ces-eng | newstest2018 | 0.54210 | 26.7 | 2983 | 63495 | | deu-eng | newstest2018 | 0.62725 | 38.0 | 2998 | 67012 | | eng-deu | newstest2018 | 0.63963 | 38.2 | 2998 | 64276 | | est-eng | newstest2018 | 0.53620 | 25.7 | 2000 | 45405 | | fin-eng | newstest2018 | 0.48070 | 20.0 | 3000 | 62325 | | rus-eng | newstest2018 | 0.55683 | 28.4 | 3000 | 71291 | | ces-deu | newstest2019 | 0.51243 | 21.3 | 1997 | 48746 | | deu-eng | newstest2019 | 0.59331 | 34.2 | 2000 | 39227 | | deu-fra | newstest2019 | 0.59123 | 31.1 | 1701 | 42509 | | eng-deu | newstest2019 | 0.61248 | 35.4 | 1997 | 48746 | | fin-eng | newstest2019 | 0.51773 | 24.3 | 1996 | 36215 | | fra-deu | newstest2019 | 0.56890 | 24.2 | 1701 | 36446 | | guj-eng | newstest2019 | 0.45948 | 17.1 | 1016 | 17757 | | kaz-eng | newstest2019 | 0.42380 | 15.5 | 1000 | 20452 | | rus-eng | newstest2019 | 0.59517 | 34.0 | 2000 | 42642 | | deu-eng | newstest2020 | 0.52067 | 26.3 | 785 | 38220 | | deu-fra | newstest2020 | 0.57389 | 29.4 | 1619 | 36890 | | eng-deu | newstest2020 | 0.54791 | 26.0 | 1418 | 52383 | | fra-deu | newstest2020 | 0.57243 | 23.9 | 1619 | 30265 | | pol-eng | newstest2020 | 0.54194 | 25.4 | 1001 | 21755 | | rus-eng | newstest2020 | 0.59454 | 30.1 | 991 | 20217 | | ces-eng | newstest2021 | 0.53322 | 23.8 | 1000 | 22056 | | deu-eng | newstest2021 | 0.56154 | 28.2 | 1000 | 20180 | | deu-fra | newstest2021 | 0.55568 | 27.8 | 1000 | 23757 | | eng-deu | newstest2021 | 0.53503 | 22.9 | 1002 | 27970 | | fra-deu | newstest2021 | 0.59753 | 31.7 | 1026 | 26077 | | isl-eng | newstest2021 | 0.49479 | 25.0 | 1000 | 22529 | | rus-eng | newstest2021 | 0.58195 | 31.1 | 1000 | 21228 | | deu-eng | newstestALL2020 | 0.52067 | 26.3 | 785 | 38220 | | eng-deu | newstestALL2020 | 0.54791 | 26.0 | 1418 | 52383 | | rus-eng | newstestALL2020 | 0.59454 | 30.1 | 991 | 20217 | | fin-eng | newstestB2017 | 0.51538 | 23.6 | 3002 | 61846 | | deu-eng | newstestB2020 | 0.51904 | 26.0 | 785 | 37696 | | eng-deu | newstestB2020 | 0.53738 | 25.4 | 1418 | 53092 | | rus-eng | newstestB2020 | 0.59950 | 31.6 | 991 | 20423 | | afr-deu | ntrex128 | 0.52108 | 22.8 | 1997 | 48761 | | afr-eng | ntrex128 | 0.68008 | 45.8 | 1997 | 47673 | | afr-fra | ntrex128 | 0.52929 | 25.0 | 1997 | 53481 | | afr-por | ntrex128 | 0.52564 | 25.3 | 1997 | 51631 | | afr-spa | ntrex128 | 0.54997 | 29.4 | 1997 | 54107 | | aze_Latn-deu | ntrex128 | 0.41299 | 11.9 | 1997 | 48761 | | aze_Latn-eng | ntrex128 | 0.47426 | 17.6 | 1997 | 47673 | | aze_Latn-fra | ntrex128 | 0.43101 | 15.3 | 1997 | 53481 | | aze_Latn-por | ntrex128 | 0.42046 | 13.6 | 1997 | 51631 | | aze_Latn-spa | ntrex128 | 0.44574 | 17.0 | 1997 | 54107 | | bel-deu | ntrex128 | 0.44908 | 15.1 | 1997 | 48761 | | bel-eng | ntrex128 | 0.51751 | 23.4 | 1997 | 47673 | | bel-fra | ntrex128 | 0.46436 | 18.2 | 1997 | 53481 | | bel-por | ntrex128 | 0.46030 | 17.7 | 1997 | 51631 | | bel-spa | ntrex128 | 0.47946 | 20.8 | 1997 | 54107 | | ben-deu | ntrex128 | 0.40415 | 10.8 | 1997 | 48761 | | ben-eng | ntrex128 | 0.48275 | 19.5 | 1997 | 47673 | | ben-fra | ntrex128 | 0.41637 | 14.2 | 1997 | 53481 | | ben-por | ntrex128 | 0.40736 | 13.3 | 1997 | 51631 | | ben-spa | ntrex128 | 0.43341 | 16.3 | 1997 | 54107 | | bul-deu | ntrex128 | 0.49598 | 18.7 | 1997 | 48761 | | bul-eng | ntrex128 | 0.56767 | 27.9 | 1997 | 47673 | | bul-fra | ntrex128 | 0.51709 | 23.2 | 1997 | 53481 | | bul-por | ntrex128 | 0.50800 | 22.3 | 1997 | 51631 | | bul-spa | ntrex128 | 0.53009 | 26.3 | 1997 | 54107 | | cat-deu | ntrex128 | 0.50784 | 20.6 | 1997 | 48761 | | cat-eng | ntrex128 | 0.59903 | 31.7 | 1997 | 47673 | | cat-fra | ntrex128 | 0.54239 | 25.9 | 1997 | 53481 | | cat-por | ntrex128 | 0.55184 | 27.4 | 1997 | 51631 | | cat-spa | ntrex128 | 0.60628 | 34.9 | 1997 | 54107 | | ces-deu | ntrex128 | 0.50833 | 20.4 | 1997 | 48761 | | ces-eng | ntrex128 | 0.58185 | 29.9 | 1997 | 47673 | | ces-fra | ntrex128 | 0.52110 | 23.9 | 1997 | 53481 | | ces-por | ntrex128 | 0.50726 | 22.2 | 1997 | 51631 | | ces-spa | ntrex128 | 0.53301 | 26.2 | 1997 | 54107 | | cym-deu | ntrex128 | 0.41859 | 14.4 | 1997 | 48761 | | cym-eng | ntrex128 | 0.52770 | 26.7 | 1997 | 47673 | | cym-fra | ntrex128 | 0.44433 | 18.5 | 1997 | 53481 | | cym-por | ntrex128 | 0.42658 | 16.4 | 1997 | 51631 | | cym-spa | ntrex128 | 0.45942 | 21.0 | 1997 | 54107 | | dan-deu | ntrex128 | 0.51512 | 22.0 | 1997 | 48761 | | dan-eng | ntrex128 | 0.60259 | 34.9 | 1997 | 47673 | | dan-fra | ntrex128 | 0.51370 | 23.6 | 1997 | 53481 | | dan-por | ntrex128 | 0.51423 | 24.6 | 1997 | 51631 | | dan-spa | ntrex128 | 0.53528 | 27.6 | 1997 | 54107 | | deu-eng | ntrex128 | 0.58787 | 30.4 | 1997 | 47673 | | deu-fra | ntrex128 | 0.52764 | 25.0 | 1997 | 53481 | | deu-por | ntrex128 | 0.52135 | 23.6 | 1997 | 51631 | | deu-spa | ntrex128 | 0.54183 | 27.6 | 1997 | 54107 | | ell-deu | ntrex128 | 0.48157 | 18.4 | 1997 | 48761 | | ell-eng | ntrex128 | 0.56388 | 29.6 | 1997 | 47673 | | ell-fra | ntrex128 | 0.50285 | 22.3 | 1997 | 53481 | | ell-por | ntrex128 | 0.50226 | 23.5 | 1997 | 51631 | | ell-spa | ntrex128 | 0.52469 | 26.7 | 1997 | 54107 | | eng-deu | ntrex128 | 0.55255 | 26.3 | 1997 | 48761 | | eng-fra | ntrex128 | 0.58111 | 31.5 | 1997 | 53481 | | eng-por | ntrex128 | 0.57731 | 31.0 | 1997 | 51631 | | eng-spa | ntrex128 | 0.60903 | 36.0 | 1997 | 54107 | | est-deu | ntrex128 | 0.47614 | 17.7 | 1997 | 48761 | | est-eng | ntrex128 | 0.54290 | 25.3 | 1997 | 47673 | | est-fra | ntrex128 | 0.49258 | 21.4 | 1997 | 53481 | | est-por | ntrex128 | 0.47893 | 19.4 | 1997 | 51631 | | est-spa | ntrex128 | 0.50947 | 23.7 | 1997 | 54107 | | eus-deu | ntrex128 | 0.42792 | 13.4 | 1997 | 48761 | | eus-eng | ntrex128 | 0.49242 | 20.7 | 1997 | 47673 | | eus-fra | ntrex128 | 0.45518 | 17.8 | 1997 | 53481 | | eus-por | ntrex128 | 0.45450 | 17.7 | 1997 | 51631 | | eus-spa | ntrex128 | 0.48737 | 21.7 | 1997 | 54107 | | fao-eng | ntrex128 | 0.45401 | 21.6 | 1997 | 47673 | | fao-spa | ntrex128 | 0.40129 | 16.2 | 1997 | 54107 | | fas-deu | ntrex128 | 0.44078 | 13.4 | 1997 | 48761 | | fas-eng | ntrex128 | 0.50749 | 20.9 | 1997 | 47673 | | fas-fra | ntrex128 | 0.46234 | 17.7 | 1997 | 53481 | | fas-por | ntrex128 | 0.44990 | 16.5 | 1997 | 51631 | | fas-spa | ntrex128 | 0.47415 | 19.8 | 1997 | 54107 | | fil-deu | ntrex128 | 0.45874 | 17.0 | 1997 | 48761 | | fil-eng | ntrex128 | 0.59882 | 35.9 | 1997 | 47673 | | fil-fra | ntrex128 | 0.48281 | 21.2 | 1997 | 53481 | | fil-por | ntrex128 | 0.47948 | 21.3 | 1997 | 51631 | | fil-spa | ntrex128 | 0.50214 | 24.7 | 1997 | 54107 | | fin-deu | ntrex128 | 0.46233 | 15.8 | 1997 | 48761 | | fin-eng | ntrex128 | 0.51653 | 22.3 | 1997 | 47673 | | fin-fra | ntrex128 | 0.47519 | 19.3 | 1997 | 53481 | | fin-por | ntrex128 | 0.47136 | 18.2 | 1997 | 51631 | | fin-spa | ntrex128 | 0.49105 | 21.8 | 1997 | 54107 | | fra-deu | ntrex128 | 0.49992 | 20.2 | 1997 | 48761 | | fra-eng | ntrex128 | 0.58050 | 30.3 | 1997 | 47673 | | fra-por | ntrex128 | 0.52964 | 24.6 | 1997 | 51631 | | fra-spa | ntrex128 | 0.55325 | 28.9 | 1997 | 54107 | | gle-deu | ntrex128 | 0.40356 | 12.3 | 1997 | 48761 | | gle-eng | ntrex128 | 0.48545 | 20.9 | 1997 | 47673 | | gle-fra | ntrex128 | 0.42065 | 14.8 | 1997 | 53481 | | gle-por | ntrex128 | 0.41363 | 14.2 | 1997 | 51631 | | gle-spa | ntrex128 | 0.43570 | 17.2 | 1997 | 54107 | | glg-deu | ntrex128 | 0.50745 | 20.3 | 1997 | 48761 | | glg-eng | ntrex128 | 0.61075 | 34.2 | 1997 | 47673 | | glg-fra | ntrex128 | 0.53952 | 25.8 | 1997 | 53481 | | glg-por | ntrex128 | 0.55664 | 28.2 | 1997 | 51631 | | glg-spa | ntrex128 | 0.61214 | 36.1 | 1997 | 54107 | | guj-eng | ntrex128 | 0.44942 | 15.5 | 1997 | 47673 | | hau-eng | ntrex128 | 0.40202 | 16.7 | 1997 | 47673 | | heb-deu | ntrex128 | 0.45797 | 16.2 | 1997 | 48761 | | heb-eng | ntrex128 | 0.53174 | 24.9 | 1997 | 47673 | | heb-fra | ntrex128 | 0.47719 | 20.0 | 1997 | 53481 | | heb-por | ntrex128 | 0.47161 | 19.4 | 1997 | 51631 | | heb-spa | ntrex128 | 0.49348 | 23.0 | 1997 | 54107 | | hin-deu | ntrex128 | 0.42959 | 12.2 | 1997 | 48761 | | hin-eng | ntrex128 | 0.53396 | 23.6 | 1997 | 47673 | | hin-fra | ntrex128 | 0.44793 | 16.2 | 1997 | 53481 | | hin-por | ntrex128 | 0.43466 | 14.7 | 1997 | 51631 | | hin-spa | ntrex128 | 0.46019 | 18.6 | 1997 | 54107 | | hrv-deu | ntrex128 | 0.51370 | 20.4 | 1997 | 48761 | | hrv-eng | ntrex128 | 0.59129 | 30.9 | 1997 | 47673 | | hrv-fra | ntrex128 | 0.53330 | 25.5 | 1997 | 53481 | | hrv-por | ntrex128 | 0.52485 | 24.2 | 1997 | 51631 | | hrv-spa | ntrex128 | 0.54681 | 27.8 | 1997 | 54107 | | hun-deu | ntrex128 | 0.45105 | 14.7 | 1997 | 48761 | | hun-eng | ntrex128 | 0.49083 | 19.0 | 1997 | 47673 | | hun-fra | ntrex128 | 0.46131 | 18.3 | 1997 | 53481 | | hun-por | ntrex128 | 0.45430 | 16.9 | 1997 | 51631 | | hun-spa | ntrex128 | 0.47514 | 20.5 | 1997 | 54107 | | hye-eng | ntrex128 | 0.42795 | 14.1 | 1997 | 47673 | | hye-spa | ntrex128 | 0.40709 | 14.7 | 1997 | 54107 | | ind-deu | ntrex128 | 0.48605 | 17.9 | 1997 | 48761 | | ind-eng | ntrex128 | 0.61861 | 34.6 | 1997 | 47673 | | ind-fra | ntrex128 | 0.50741 | 22.5 | 1997 | 53481 | | ind-por | ntrex128 | 0.50279 | 22.2 | 1997 | 51631 | | ind-spa | ntrex128 | 0.52849 | 26.3 | 1997 | 54107 | | isl-deu | ntrex128 | 0.44960 | 16.6 | 1997 | 48761 | | isl-eng | ntrex128 | 0.50794 | 23.6 | 1997 | 47673 | | isl-fra | ntrex128 | 0.46395 | 19.1 | 1997 | 53481 | | isl-por | ntrex128 | 0.45094 | 17.7 | 1997 | 51631 | | isl-spa | ntrex128 | 0.47760 | 22.0 | 1997 | 54107 | | ita-deu | ntrex128 | 0.51269 | 21.3 | 1997 | 48761 | | ita-eng | ntrex128 | 0.61055 | 34.4 | 1997 | 47673 | | ita-fra | ntrex128 | 0.55388 | 27.6 | 1997 | 53481 | | ita-por | ntrex128 | 0.55618 | 28.0 | 1997 | 51631 | | ita-spa | ntrex128 | 0.57218 | 30.9 | 1997 | 54107 | | jpn-eng | ntrex128 | 0.42510 | 13.8 | 1997 | 47673 | | kat-eng | ntrex128 | 0.40279 | 12.7 | 1997 | 47673 | | kaz-eng | ntrex128 | 0.41891 | 13.7 | 1997 | 47673 | | kaz-spa | ntrex128 | 0.40670 | 13.8 | 1997 | 54107 | | lav-deu | ntrex128 | 0.46085 | 15.0 | 1997 | 48761 | | lav-eng | ntrex128 | 0.52552 | 21.7 | 1997 | 47673 | | lav-fra | ntrex128 | 0.47464 | 18.1 | 1997 | 53481 | | lav-por | ntrex128 | 0.46459 | 16.4 | 1997 | 51631 | | lav-spa | ntrex128 | 0.48650 | 20.4 | 1997 | 54107 | | ltz-eng | ntrex128 | 0.54302 | 27.8 | 1997 | 47673 | | ltz-por | ntrex128 | 0.45079 | 18.2 | 1997 | 51631 | | mar-eng | ntrex128 | 0.47392 | 18.3 | 1997 | 47673 | | mar-spa | ntrex128 | 0.42040 | 14.9 | 1997 | 54107 | | mkd-deu | ntrex128 | 0.50258 | 19.6 | 1997 | 48761 | | mkd-eng | ntrex128 | 0.59926 | 32.3 | 1997 | 47673 | | mkd-fra | ntrex128 | 0.52273 | 24.1 | 1997 | 53481 | | mkd-por | ntrex128 | 0.51528 | 23.2 | 1997 | 51631 | | mkd-spa | ntrex128 | 0.54270 | 27.6 | 1997 | 54107 | | mlg-eng | ntrex128 | 0.41059 | 14.3 | 1997 | 47673 | | mlt-deu | ntrex128 | 0.48680 | 19.6 | 1997 | 48761 | | mlt-eng | ntrex128 | 0.63462 | 37.6 | 1997 | 47673 | | mlt-fra | ntrex128 | 0.52138 | 24.8 | 1997 | 53481 | | mlt-por | ntrex128 | 0.51943 | 24.6 | 1997 | 51631 | | mlt-spa | ntrex128 | 0.53967 | 28.0 | 1997 | 54107 | | msa-deu | ntrex128 | 0.45669 | 16.7 | 1997 | 48761 | | msa-eng | ntrex128 | 0.57773 | 31.9 | 1997 | 47673 | | msa-fra | ntrex128 | 0.47740 | 20.1 | 1997 | 53481 | | nld-fra | ntrex128 | 0.53426 | 25.0 | 1997 | 53481 | | nld-spa | ntrex128 | 0.55158 | 29.3 | 1997 | 54107 | | nno-por | ntrex128 | 0.50504 | 23.1 | 1997 | 51631 | | nno-spa | ntrex128 | 0.53069 | 27.0 | 1997 | 54107 | | nob-fra | ntrex128 | 0.53221 | 25.8 | 1997 | 53481 | | nob-por | ntrex128 | 0.52513 | 24.9 | 1997 | 51631 | | pan-eng | ntrex128 | 0.42669 | 13.5 | 1997 | 47673 | | pol-deu | ntrex128 | 0.48613 | 18.0 | 1997 | 48761 | | pol-eng | ntrex128 | 0.53276 | 23.3 | 1997 | 47673 | | pol-fra | ntrex128 | 0.50446 | 22.0 | 1997 | 53481 | | pol-por | ntrex128 | 0.49314 | 20.4 | 1997 | 51631 | | pol-spa | ntrex128 | 0.51313 | 23.8 | 1997 | 54107 | | por-deu | ntrex128 | 0.51862 | 21.4 | 1997 | 48761 | | por-eng | ntrex128 | 0.61838 | 34.9 | 1997 | 47673 | | por-fra | ntrex128 | 0.54956 | 27.0 | 1997 | 53481 | | por-spa | ntrex128 | 0.58363 | 32.8 | 1997 | 54107 | | prs-deu | ntrex128 | 0.42183 | 12.0 | 1997 | 48761 | | prs-eng | ntrex128 | 0.49772 | 21.2 | 1997 | 47673 | | prs-fra | ntrex128 | 0.43811 | 15.7 | 1997 | 53481 | | prs-por | ntrex128 | 0.43047 | 14.9 | 1997 | 51631 | | prs-spa | ntrex128 | 0.45246 | 18.0 | 1997 | 54107 | | ron-deu | ntrex128 | 0.50587 | 19.6 | 1997 | 48761 | | ron-eng | ntrex128 | 0.58832 | 29.5 | 1997 | 47673 | | ron-fra | ntrex128 | 0.53785 | 24.7 | 1997 | 53481 | | ron-por | ntrex128 | 0.53776 | 25.5 | 1997 | 51631 | | ron-spa | ntrex128 | 0.56115 | 29.8 | 1997 | 54107 | | rus-deu | ntrex128 | 0.47395 | 16.1 | 1997 | 48761 | | rus-eng | ntrex128 | 0.52728 | 22.8 | 1997 | 47673 | | rus-fra | ntrex128 | 0.49638 | 20.6 | 1997 | 53481 | | rus-por | ntrex128 | 0.47749 | 18.9 | 1997 | 51631 | | rus-spa | ntrex128 | 0.50193 | 22.8 | 1997 | 54107 | | slv-deu | ntrex128 | 0.49861 | 19.5 | 1997 | 48761 | | slv-eng | ntrex128 | 0.55850 | 26.9 | 1997 | 47673 | | slv-fra | ntrex128 | 0.51117 | 22.9 | 1997 | 53481 | | slv-por | ntrex128 | 0.50114 | 21.5 | 1997 | 51631 | | ara-eng | tico19-test | 0.54754 | 27.3 | 2100 | 56323 | | ara-fra | tico19-test | 0.47603 | 20.9 | 2100 | 64661 | | ara-por | tico19-test | 0.51671 | 25.6 | 2100 | 62729 | | ara-spa | tico19-test | 0.53399 | 27.7 | 2100 | 66563 | | ben-eng | tico19-test | 0.48344 | 15.8 | 2100 | 56824 | | ben-fra | tico19-test | 0.41452 | 16.3 | 2100 | 64661 | | ben-por | tico19-test | 0.43394 | 12.7 | 2100 | 62729 | | ben-spa | tico19-test | 0.45544 | 15.9 | 2100 | 66563 | | eng-fra | tico19-test | 0.60115 | 35.6 | 2100 | 64661 | | eng-por | tico19-test | 0.69271 | 45.3 | 2100 | 62729 | | eng-spa | tico19-test | 0.69653 | 47.2 | 2100 | 66563 | | fas-eng | tico19-test | 0.54574 | 27.5 | 2100 | 56315 | | fas-fra | tico19-test | 0.47294 | 20.9 | 2100 | 64661 | | fas-por | tico19-test | 0.51476 | 24.7 | 2100 | 62729 | | fas-spa | tico19-test | 0.52553 | 27.2 | 2100 | 66563 | | fra-eng | tico19-test | 0.58589 | 34.6 | 2100 | 56323 | | fra-por | tico19-test | 0.55536 | 30.8 | 2100 | 62729 | | fra-spa | tico19-test | 0.56734 | 33.6 | 2100 | 66563 | | hin-eng | tico19-test | 0.59076 | 30.9 | 2100 | 56323 | | hin-fra | tico19-test | 0.47808 | 22.0 | 2100 | 64661 | | hin-por | tico19-test | 0.52503 | 26.7 | 2100 | 62729 | | hin-spa | tico19-test | 0.53813 | 27.8 | 2100 | 66563 | | ind-eng | tico19-test | 0.66479 | 39.1 | 2100 | 56315 | | ind-fra | tico19-test | 0.53716 | 27.3 | 2100 | 64661 | | ind-por | tico19-test | 0.59409 | 32.7 | 2100 | 62729 | | ind-spa | tico19-test | 0.60176 | 34.1 | 2100 | 66563 | | mar-eng | tico19-test | 0.47258 | 18.6 | 2100 | 56315 | | mar-fra | tico19-test | 0.40156 | 14.6 | 2100 | 64661 | | mar-por | tico19-test | 0.41281 | 13.5 | 2100 | 62729 | | mar-spa | tico19-test | 0.44960 | 19.8 | 2100 | 66563 | | msa-fra | tico19-test | 0.52071 | 26.0 | 2100 | 64661 | | msa-por | tico19-test | 0.58553 | 32.2 | 2100 | 62729 | | por-eng | tico19-test | 0.70548 | 46.4 | 2100 | 56315 | | por-fra | tico19-test | 0.57355 | 32.0 | 2100 | 64661 | | por-spa | tico19-test | 0.66116 | 42.3 | 2100 | 66563 | | prs-eng | tico19-test | 0.51514 | 22.6 | 2100 | 56824 | | prs-fra | tico19-test | 0.44725 | 17.9 | 2100 | 64661 | | prs-por | tico19-test | 0.48683 | 22.1 | 2100 | 62729 | | prs-spa | tico19-test | 0.50656 | 24.9 | 2100 | 66563 | | pus-eng | tico19-test | 0.41078 | 14.1 | 2100 | 56315 | | pus-spa | tico19-test | 0.40026 | 16.1 | 2100 | 66563 | | rus-fra | tico19-test | 0.49722 | 23.0 | 2100 | 64661 | | rus-por | tico19-test | 0.53902 | 26.0 | 2100 | 62729 | ## Citation Information * Publications: [Democratizing neural machine translation with OPUS-MT](https://doi.org/10.1007/s10579-023-09704-w) and [OPUS-MT – Building open translation services for the World](https://aclanthology.org/2020.eamt-1.61/) and [The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT](https://aclanthology.org/2020.wmt-1.139/) (Please, cite if you use this model.) ```bibtex @article{tiedemann2023democratizing, title={Democratizing neural machine translation with {OPUS-MT}}, author={Tiedemann, J{\"o}rg and Aulamo, Mikko and Bakshandaeva, Daria and Boggia, Michele and Gr{\"o}nroos, Stig-Arne and Nieminen, Tommi and Raganato, Alessandro and Scherrer, Yves and Vazquez, Raul and Virpioja, Sami}, journal={Language Resources and Evaluation}, number={58}, pages={713--755}, year={2023}, publisher={Springer Nature}, issn={1574-0218}, doi={10.1007/s10579-023-09704-w} } @inproceedings{tiedemann-thottingal-2020-opus, title = "{OPUS}-{MT} {--} Building open translation services for the World", author = {Tiedemann, J{\"o}rg and Thottingal, Santhosh}, booktitle = "Proceedings of the 22nd Annual Conference of the European Association for Machine Translation", month = nov, year = "2020", address = "Lisboa, Portugal", publisher = "European Association for Machine Translation", url = "https://aclanthology.org/2020.eamt-1.61", pages = "479--480", } @inproceedings{tiedemann-2020-tatoeba, title = "The Tatoeba Translation Challenge {--} Realistic Data Sets for Low Resource and Multilingual {MT}", author = {Tiedemann, J{\"o}rg}, booktitle = "Proceedings of the Fifth Conference on Machine Translation", month = nov, year = "2020", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2020.wmt-1.139", pages = "1174--1182", } ``` ## Acknowledgements The work is supported by the [HPLT project](https://hplt-project.org/), funded by the European Union’s Horizon Europe research and innovation programme under grant agreement No 101070350. We are also grateful for the generous computational resources and IT infrastructure provided by [CSC -- IT Center for Science](https://www.csc.fi/), Finland, and the [EuroHPC supercomputer LUMI](https://www.lumi-supercomputer.eu/). ## Model conversion info * transformers version: 4.45.1 * OPUS-MT git hash: 0882077 * port time: Wed Oct 9 18:24:15 EEST 2024 * port machine: LM0-400-22516.local