--- library_name: transformers language: - acf - af - an - ang - anp - as - ast - awa - bal - bar - be - bg - bho - bi - bn - bpy - br - bs - bzj - ca - cbk - co - crs - cs - csb - cu - cy - da - de - diq - djk - drt - dsb - dv - egl - el - en - enm - es - ext - fa - fo - fr - frm - fro - frp - frr - fur - fy - ga - gbm - gcf - gd - gl - glk - gos - got - grc - gsw - gu - gv - hi - hif - hne - hns - hr - hrx - hsb - ht - hwc - hy - hyw - icr - is - it - jam - jdt - kea - kok - kri - ks - ksh - ku - kw - la - lad - lah - lb - li - lij - lld - lmo - lou - lrc - lt - lv - mag - mai - mfe - mk - mo - mr - mwl - mzn - nap - nb - nds - ne - nl - nn - no - non - oc - ofs - or - orv - os - osp - pa - pal - pap - pcd - pcm - pdc - pfl - pi - pih - pis - pl - pms - pnt - prg - ps - pt - rhg - rm - rmy - ro - rom - rop - ru - rue - rup - sa - sc - scn - sco - sd - sgs - sh - si - sk - skr - sl - sq - sr - srm - srn - stq - sv - swg - syl - szl - tcs - tg - tly - tpi - uk - ur - vec - vls - wa - wae - xcl - yi - zea - zza language_bcp47: - bs_Latn - ku_Latn - sr_Cyrl tags: - translation - opus-mt-tc-bible license: apache-2.0 model-index: - name: opus-mt-tc-bible-big-ine-deu_eng_fra_por_spa results: - 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: 28.7 - name: chr-F type: chrf value: 0.57712 - 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: 53.4 - name: chr-F type: chrf value: 0.73690 - 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: 35.7 - name: chr-F type: chrf value: 0.61332 - 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: 35.1 - name: chr-F type: chrf value: 0.60899 - 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: 22.1 - name: chr-F type: chrf value: 0.50836 - task: name: Translation asm-eng type: translation args: asm-eng dataset: name: flores200-devtest type: flores200-devtest args: asm-eng metrics: - name: BLEU type: bleu value: 13.4 - name: chr-F type: chrf value: 0.42432 - task: name: Translation asm-fra type: translation args: asm-fra dataset: name: flores200-devtest type: flores200-devtest args: asm-fra metrics: - name: BLEU type: bleu value: 10.1 - name: chr-F type: chrf value: 0.35035 - 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: 23.3 - name: chr-F type: chrf value: 0.52402 - 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: 35.1 - name: chr-F type: chrf value: 0.60640 - 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: 31.5 - name: chr-F type: chrf value: 0.57060 - 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: 30.8 - name: chr-F type: chrf value: 0.56982 - 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: 21.1 - name: chr-F type: chrf value: 0.49452 - 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: 16.3 - name: chr-F type: chrf value: 0.47101 - 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: 25.7 - name: chr-F type: chrf value: 0.55042 - 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: 22.1 - name: chr-F type: chrf value: 0.50230 - 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: 21.1 - name: chr-F type: chrf value: 0.49701 - 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: 15.7 - name: chr-F type: chrf value: 0.43913 - 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: 12.7 - name: chr-F type: chrf value: 0.46906 - 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: 16.5 - name: chr-F type: chrf value: 0.49995 - 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: 17.1 - name: chr-F type: chrf value: 0.49987 - 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: 15.7 - name: chr-F type: chrf value: 0.48319 - 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: 14.4 - name: chr-F type: chrf value: 0.45393 - 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: 16.3 - name: chr-F type: chrf value: 0.46413 - 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: 24.5 - name: chr-F type: chrf value: 0.54681 - 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: 21.9 - name: chr-F type: chrf value: 0.49843 - 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: 21.0 - name: chr-F type: chrf value: 0.49129 - 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: 14.9 - name: chr-F type: chrf value: 0.43310 - task: name: Translation bho-deu type: translation args: bho-deu dataset: name: flores200-devtest type: flores200-devtest args: bho-deu metrics: - name: BLEU type: bleu value: 12.4 - name: chr-F type: chrf value: 0.41875 - 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: 18.5 - name: chr-F type: chrf value: 0.48319 - 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: 16.1 - name: chr-F type: chrf value: 0.44504 - 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: 15.5 - name: chr-F type: chrf value: 0.43627 - 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: 12.6 - name: chr-F type: chrf value: 0.40189 - 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: 26.8 - name: chr-F type: chrf value: 0.56591 - 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: 37.8 - name: chr-F type: chrf value: 0.64922 - 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: 33.3 - name: chr-F type: chrf value: 0.60386 - task: name: Translation bul-por type: translation args: bul-por dataset: name: flores200-devtest type: flores200-devtest args: bul-por metrics: - name: BLEU type: bleu value: 31.6 - name: chr-F type: chrf value: 0.59070 - 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: 22.2 - name: chr-F type: chrf value: 0.50968 - 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: 27.9 - name: chr-F type: chrf value: 0.57030 - 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: 43.0 - name: chr-F type: chrf value: 0.67842 - 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: 38.1 - name: chr-F type: chrf value: 0.63034 - 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: 37.3 - name: chr-F type: chrf value: 0.62567 - 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: 24.5 - name: chr-F type: chrf value: 0.53260 - 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: 27.1 - name: chr-F type: chrf value: 0.56613 - 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: 36.5 - name: chr-F type: chrf value: 0.63574 - 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: 32.8 - name: chr-F type: chrf value: 0.59573 - task: name: Translation ces-por type: translation args: ces-por dataset: name: flores200-devtest type: flores200-devtest args: ces-por metrics: - name: BLEU type: bleu value: 30.9 - name: chr-F type: chrf value: 0.58096 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: flores200-devtest type: flores200-devtest args: ces-spa metrics: - name: BLEU type: bleu value: 21.6 - name: chr-F type: chrf value: 0.50295 - task: name: Translation ckb-deu type: translation args: ckb-deu dataset: name: flores200-devtest type: flores200-devtest args: ckb-deu metrics: - name: BLEU type: bleu value: 11.1 - name: chr-F type: chrf value: 0.38650 - task: name: Translation ckb-eng type: translation args: ckb-eng dataset: name: flores200-devtest type: flores200-devtest args: ckb-eng metrics: - name: BLEU type: bleu value: 16.7 - name: chr-F type: chrf value: 0.43075 - task: name: Translation ckb-fra type: translation args: ckb-fra dataset: name: flores200-devtest type: flores200-devtest args: ckb-fra metrics: - name: BLEU type: bleu value: 15.7 - name: chr-F type: chrf value: 0.41038 - task: name: Translation ckb-por type: translation args: ckb-por dataset: name: flores200-devtest type: flores200-devtest args: ckb-por metrics: - name: BLEU type: bleu value: 14.3 - name: chr-F type: chrf value: 0.39883 - task: name: Translation ckb-spa type: translation args: ckb-spa dataset: name: flores200-devtest type: flores200-devtest args: ckb-spa metrics: - name: BLEU type: bleu value: 11.2 - name: chr-F type: chrf value: 0.36422 - task: name: Translation cym-deu type: translation args: cym-deu dataset: name: flores200-devtest type: flores200-devtest args: cym-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.51003 - task: name: Translation cym-eng type: translation args: cym-eng dataset: name: flores200-devtest type: flores200-devtest args: cym-eng metrics: - name: BLEU type: bleu value: 45.7 - name: chr-F type: chrf value: 0.67808 - 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: 29.9 - name: chr-F type: chrf value: 0.55779 - 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: 27.9 - name: chr-F type: chrf value: 0.53930 - 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: 19.6 - name: chr-F type: chrf value: 0.47129 - 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: 30.7 - name: chr-F type: chrf value: 0.59897 - task: name: Translation dan-eng type: translation args: dan-eng dataset: name: flores200-devtest type: flores200-devtest args: dan-eng metrics: - name: BLEU type: bleu value: 46.2 - name: chr-F type: chrf value: 0.70142 - task: name: Translation dan-fra type: translation args: dan-fra dataset: name: flores200-devtest type: flores200-devtest args: dan-fra metrics: - name: BLEU type: bleu value: 37.1 - name: chr-F type: chrf value: 0.62669 - task: name: Translation dan-por type: translation args: dan-por dataset: name: flores200-devtest type: flores200-devtest args: dan-por metrics: - name: BLEU type: bleu value: 35.3 - name: chr-F type: chrf value: 0.61338 - task: name: Translation dan-spa type: translation args: dan-spa dataset: name: flores200-devtest type: flores200-devtest args: dan-spa metrics: - name: BLEU type: bleu value: 24.2 - name: chr-F type: chrf value: 0.52360 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: flores200-devtest type: flores200-devtest args: deu-eng metrics: - name: BLEU type: bleu value: 40.3 - name: chr-F type: chrf value: 0.66096 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: flores200-devtest type: flores200-devtest args: deu-fra metrics: - name: BLEU type: bleu value: 35.4 - name: chr-F type: chrf value: 0.61562 - task: name: Translation deu-por type: translation args: deu-por dataset: name: flores200-devtest type: flores200-devtest args: deu-por metrics: - name: BLEU type: bleu value: 33.3 - name: chr-F type: chrf value: 0.59775 - task: name: Translation deu-spa type: translation args: deu-spa dataset: name: flores200-devtest type: flores200-devtest args: deu-spa metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.51787 - task: name: Translation ell-deu type: translation args: ell-deu dataset: name: flores200-devtest type: flores200-devtest args: ell-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.52003 - task: name: Translation ell-eng type: translation args: ell-eng dataset: name: flores200-devtest type: flores200-devtest args: ell-eng metrics: - name: BLEU type: bleu value: 31.6 - name: chr-F type: chrf value: 0.59074 - task: name: Translation ell-fra type: translation args: ell-fra dataset: name: flores200-devtest type: flores200-devtest args: ell-fra metrics: - name: BLEU type: bleu value: 29.9 - name: chr-F type: chrf value: 0.56636 - 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: 27.2 - name: chr-F type: chrf value: 0.54903 - 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: 20.4 - name: chr-F type: chrf value: 0.48701 - 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: 36.8 - name: chr-F type: chrf value: 0.63747 - 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: 47.2 - name: chr-F type: chrf value: 0.69505 - task: name: Translation eng-por type: translation args: eng-por dataset: name: flores200-devtest type: flores200-devtest args: eng-por metrics: - name: BLEU type: bleu value: 47.3 - name: chr-F type: chrf value: 0.69743 - task: name: Translation eng-spa type: translation args: eng-spa dataset: name: flores200-devtest type: flores200-devtest args: eng-spa metrics: - name: BLEU type: bleu value: 26.6 - name: chr-F type: chrf value: 0.54954 - task: name: Translation fao-deu type: translation args: fao-deu dataset: name: flores200-devtest type: flores200-devtest args: fao-deu metrics: - name: BLEU type: bleu value: 16.3 - name: chr-F type: chrf value: 0.42943 - task: name: Translation fao-eng type: translation args: fao-eng dataset: name: flores200-devtest type: flores200-devtest args: fao-eng metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.46227 - task: name: Translation fao-fra type: translation args: fao-fra dataset: name: flores200-devtest type: flores200-devtest args: fao-fra metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.41404 - task: name: Translation fao-por type: translation args: fao-por dataset: name: flores200-devtest type: flores200-devtest args: fao-por metrics: - name: BLEU type: bleu value: 17.6 - name: chr-F type: chrf value: 0.41850 - task: name: Translation fao-spa type: translation args: fao-spa dataset: name: flores200-devtest type: flores200-devtest args: fao-spa metrics: - name: BLEU type: bleu value: 13.2 - name: chr-F type: chrf value: 0.37492 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: flores200-devtest type: flores200-devtest args: fra-deu metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.57718 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: flores200-devtest type: flores200-devtest args: fra-eng metrics: - name: BLEU type: bleu value: 41.4 - name: chr-F type: chrf value: 0.66534 - task: name: Translation fra-por type: translation args: fra-por dataset: name: flores200-devtest type: flores200-devtest args: fra-por metrics: - name: BLEU type: bleu value: 36.2 - name: chr-F type: chrf value: 0.61987 - task: name: Translation fra-spa type: translation args: fra-spa dataset: name: flores200-devtest type: flores200-devtest args: fra-spa metrics: - name: BLEU type: bleu value: 24.1 - name: chr-F type: chrf value: 0.52646 - task: name: Translation fur-deu type: translation args: fur-deu dataset: name: flores200-devtest type: flores200-devtest args: fur-deu metrics: - name: BLEU type: bleu value: 20.5 - name: chr-F type: chrf value: 0.50429 - task: name: Translation fur-eng type: translation args: fur-eng dataset: name: flores200-devtest type: flores200-devtest args: fur-eng metrics: - name: BLEU type: bleu value: 32.0 - name: chr-F type: chrf value: 0.58954 - task: name: Translation fur-fra type: translation args: fur-fra dataset: name: flores200-devtest type: flores200-devtest args: fur-fra metrics: - name: BLEU type: bleu value: 28.6 - name: chr-F type: chrf value: 0.55699 - task: name: Translation fur-por type: translation args: fur-por dataset: name: flores200-devtest type: flores200-devtest args: fur-por metrics: - name: BLEU type: bleu value: 27.9 - name: chr-F type: chrf value: 0.54977 - task: name: Translation fur-spa type: translation args: fur-spa dataset: name: flores200-devtest type: flores200-devtest args: fur-spa metrics: - name: BLEU type: bleu value: 19.0 - name: chr-F type: chrf value: 0.47550 - task: name: Translation gla-deu type: translation args: gla-deu dataset: name: flores200-devtest type: flores200-devtest args: gla-deu metrics: - name: BLEU type: bleu value: 11.3 - name: chr-F type: chrf value: 0.39116 - task: name: Translation gla-eng type: translation args: gla-eng dataset: name: flores200-devtest type: flores200-devtest args: gla-eng metrics: - name: BLEU type: bleu value: 16.2 - name: chr-F type: chrf value: 0.43561 - task: name: Translation gla-fra type: translation args: gla-fra dataset: name: flores200-devtest type: flores200-devtest args: gla-fra metrics: - name: BLEU type: bleu value: 15.3 - name: chr-F type: chrf value: 0.41770 - task: name: Translation gla-por type: translation args: gla-por dataset: name: flores200-devtest type: flores200-devtest args: gla-por metrics: - name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.40473 - task: name: Translation gla-spa type: translation args: gla-spa dataset: name: flores200-devtest type: flores200-devtest args: gla-spa metrics: - name: BLEU type: bleu value: 12.0 - name: chr-F type: chrf value: 0.37498 - task: name: Translation gle-deu type: translation args: gle-deu dataset: name: flores200-devtest type: flores200-devtest args: gle-deu metrics: - name: BLEU type: bleu value: 18.1 - name: chr-F type: chrf value: 0.48622 - task: name: Translation gle-eng type: translation args: gle-eng dataset: name: flores200-devtest type: flores200-devtest args: gle-eng metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.58337 - task: name: Translation gle-fra type: translation args: gle-fra dataset: name: flores200-devtest type: flores200-devtest args: gle-fra metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.52798 - task: name: Translation gle-por type: translation args: gle-por dataset: name: flores200-devtest type: flores200-devtest args: gle-por metrics: - name: BLEU type: bleu value: 23.6 - name: chr-F type: chrf value: 0.51712 - task: name: Translation gle-spa type: translation args: gle-spa dataset: name: flores200-devtest type: flores200-devtest args: gle-spa metrics: - name: BLEU type: bleu value: 18.1 - name: chr-F type: chrf value: 0.45954 - task: name: Translation glg-deu type: translation args: glg-deu dataset: name: flores200-devtest type: flores200-devtest args: glg-deu metrics: - name: BLEU type: bleu value: 25.8 - name: chr-F type: chrf value: 0.56174 - task: name: Translation glg-eng type: translation args: glg-eng dataset: name: flores200-devtest type: flores200-devtest args: glg-eng metrics: - name: BLEU type: bleu value: 38.4 - name: chr-F type: chrf value: 0.65391 - task: name: Translation glg-fra type: translation args: glg-fra dataset: name: flores200-devtest type: flores200-devtest args: glg-fra metrics: - name: BLEU type: bleu value: 35.7 - name: chr-F type: chrf value: 0.61762 - task: name: Translation glg-por type: translation args: glg-por dataset: name: flores200-devtest type: flores200-devtest args: glg-por metrics: - name: BLEU type: bleu value: 32.9 - name: chr-F type: chrf value: 0.60170 - task: name: Translation glg-spa type: translation args: glg-spa dataset: name: flores200-devtest type: flores200-devtest args: glg-spa metrics: - name: BLEU type: bleu value: 24.3 - name: chr-F type: chrf value: 0.53214 - task: name: Translation guj-deu type: translation args: guj-deu dataset: name: flores200-devtest type: flores200-devtest args: guj-deu metrics: - name: BLEU type: bleu value: 14.2 - name: chr-F type: chrf value: 0.43101 - task: name: Translation guj-eng type: translation args: guj-eng dataset: name: flores200-devtest type: flores200-devtest args: guj-eng metrics: - name: BLEU type: bleu value: 26.4 - name: chr-F type: chrf value: 0.55857 - task: name: Translation guj-fra type: translation args: guj-fra dataset: name: flores200-devtest type: flores200-devtest args: guj-fra metrics: - name: BLEU type: bleu value: 19.8 - name: chr-F type: chrf value: 0.47047 - task: name: Translation guj-por type: translation args: guj-por dataset: name: flores200-devtest type: flores200-devtest args: guj-por metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.45641 - task: name: Translation guj-spa type: translation args: guj-spa dataset: name: flores200-devtest type: flores200-devtest args: guj-spa metrics: - name: BLEU type: bleu value: 14.5 - name: chr-F type: chrf value: 0.42457 - task: name: Translation hat-deu type: translation args: hat-deu dataset: name: flores200-devtest type: flores200-devtest args: hat-deu metrics: - name: BLEU type: bleu value: 19.2 - name: chr-F type: chrf value: 0.49247 - task: name: Translation hat-eng type: translation args: hat-eng dataset: name: flores200-devtest type: flores200-devtest args: hat-eng metrics: - name: BLEU type: bleu value: 31.7 - name: chr-F type: chrf value: 0.58655 - task: name: Translation hat-fra type: translation args: hat-fra dataset: name: flores200-devtest type: flores200-devtest args: hat-fra metrics: - name: BLEU type: bleu value: 34.2 - name: chr-F type: chrf value: 0.60736 - task: name: Translation hat-por type: translation args: hat-por dataset: name: flores200-devtest type: flores200-devtest args: hat-por metrics: - name: BLEU type: bleu value: 27.3 - name: chr-F type: chrf value: 0.54733 - task: name: Translation hat-spa type: translation args: hat-spa dataset: name: flores200-devtest type: flores200-devtest args: hat-spa metrics: - name: BLEU type: bleu value: 17.9 - name: chr-F type: chrf value: 0.46963 - 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: 20.3 - name: chr-F type: chrf value: 0.50305 - 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: 34.0 - name: chr-F type: chrf value: 0.60811 - 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: 25.9 - name: chr-F type: chrf value: 0.53919 - task: name: Translation hin-por type: translation args: hin-por dataset: name: flores200-devtest type: flores200-devtest args: hin-por metrics: - name: BLEU type: bleu value: 25.6 - name: chr-F type: chrf value: 0.53151 - task: name: Translation hin-spa type: translation args: hin-spa dataset: name: flores200-devtest type: flores200-devtest args: hin-spa metrics: - name: BLEU type: bleu value: 17.4 - name: chr-F type: chrf value: 0.46051 - task: name: Translation hne-deu type: translation args: hne-deu dataset: name: flores200-devtest type: flores200-devtest args: hne-deu metrics: - name: BLEU type: bleu value: 18.4 - name: chr-F type: chrf value: 0.48386 - task: name: Translation hne-eng type: translation args: hne-eng dataset: name: flores200-devtest type: flores200-devtest args: hne-eng metrics: - name: BLEU type: bleu value: 32.3 - name: chr-F type: chrf value: 0.59671 - task: name: Translation hne-fra type: translation args: hne-fra dataset: name: flores200-devtest type: flores200-devtest args: hne-fra metrics: - name: BLEU type: bleu value: 24.5 - name: chr-F type: chrf value: 0.52013 - task: name: Translation hne-por type: translation args: hne-por dataset: name: flores200-devtest type: flores200-devtest args: hne-por metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.51345 - task: name: Translation hne-spa type: translation args: hne-spa dataset: name: flores200-devtest type: flores200-devtest args: hne-spa metrics: - name: BLEU type: bleu value: 16.3 - name: chr-F type: chrf value: 0.44481 - task: name: Translation hrv-deu type: translation args: hrv-deu dataset: name: flores200-devtest type: flores200-devtest args: hrv-deu metrics: - name: BLEU type: bleu value: 26.0 - name: chr-F type: chrf value: 0.55524 - task: name: Translation hrv-eng type: translation args: hrv-eng dataset: name: flores200-devtest type: flores200-devtest args: hrv-eng metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.61977 - task: name: Translation hrv-fra type: translation args: hrv-fra dataset: name: flores200-devtest type: flores200-devtest args: hrv-fra metrics: - name: BLEU type: bleu value: 32.7 - name: chr-F type: chrf value: 0.59318 - task: name: Translation hrv-por type: translation args: hrv-por dataset: name: flores200-devtest type: flores200-devtest args: hrv-por metrics: - name: BLEU type: bleu value: 30.2 - name: chr-F type: chrf value: 0.57603 - 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: 21.5 - name: chr-F type: chrf value: 0.50242 - task: name: Translation hye-deu type: translation args: hye-deu dataset: name: flores200-devtest type: flores200-devtest args: hye-deu metrics: - name: BLEU type: bleu value: 19.2 - name: chr-F type: chrf value: 0.48676 - task: name: Translation hye-eng type: translation args: hye-eng dataset: name: flores200-devtest type: flores200-devtest args: hye-eng metrics: - name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.55729 - task: name: Translation hye-fra type: translation args: hye-fra dataset: name: flores200-devtest type: flores200-devtest args: hye-fra metrics: - name: BLEU type: bleu value: 25.2 - name: chr-F type: chrf value: 0.52152 - task: name: Translation hye-por type: translation args: hye-por dataset: name: flores200-devtest type: flores200-devtest args: hye-por metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.51026 - task: name: Translation hye-spa type: translation args: hye-spa dataset: name: flores200-devtest type: flores200-devtest args: hye-spa metrics: - name: BLEU type: bleu value: 17.8 - name: chr-F type: chrf value: 0.45459 - 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: 20.5 - name: chr-F type: chrf value: 0.48677 - 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: 29.1 - name: chr-F type: chrf value: 0.54804 - 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: 25.0 - name: chr-F type: chrf value: 0.51362 - 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: 23.8 - name: chr-F type: chrf value: 0.50201 - 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: 17.5 - name: chr-F type: chrf value: 0.44801 - 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: 22.9 - name: chr-F type: chrf value: 0.54589 - 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: 30.9 - name: chr-F type: chrf value: 0.60660 - 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: 31.0 - name: chr-F type: chrf value: 0.59811 - 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: 28.4 - name: chr-F type: chrf value: 0.57808 - 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: 23.3 - name: chr-F type: chrf value: 0.52244 - task: name: Translation kea-deu type: translation args: kea-deu dataset: name: flores200-devtest type: flores200-devtest args: kea-deu metrics: - name: BLEU type: bleu value: 19.2 - name: chr-F type: chrf value: 0.48107 - task: name: Translation kea-eng type: translation args: kea-eng dataset: name: flores200-devtest type: flores200-devtest args: kea-eng metrics: - name: BLEU type: bleu value: 34.5 - name: chr-F type: chrf value: 0.59570 - task: name: Translation kea-fra type: translation args: kea-fra dataset: name: flores200-devtest type: flores200-devtest args: kea-fra metrics: - name: BLEU type: bleu value: 26.8 - name: chr-F type: chrf value: 0.53683 - task: name: Translation kea-por type: translation args: kea-por dataset: name: flores200-devtest type: flores200-devtest args: kea-por metrics: - name: BLEU type: bleu value: 30.3 - name: chr-F type: chrf value: 0.57642 - task: name: Translation kea-spa type: translation args: kea-spa dataset: name: flores200-devtest type: flores200-devtest args: kea-spa metrics: - name: BLEU type: bleu value: 18.6 - name: chr-F type: chrf value: 0.47048 - task: name: Translation kmr-eng type: translation args: kmr-eng dataset: name: flores200-devtest type: flores200-devtest args: kmr-eng metrics: - name: BLEU type: bleu value: 11.3 - name: chr-F type: chrf value: 0.36876 - task: name: Translation kmr-fra type: translation args: kmr-fra dataset: name: flores200-devtest type: flores200-devtest args: kmr-fra metrics: - name: BLEU type: bleu value: 10.5 - name: chr-F type: chrf value: 0.34323 - task: name: Translation kmr-por type: translation args: kmr-por dataset: name: flores200-devtest type: flores200-devtest args: kmr-por metrics: - name: BLEU type: bleu value: 10.0 - name: chr-F type: chrf value: 0.33904 - task: name: Translation lij-deu type: translation args: lij-deu dataset: name: flores200-devtest type: flores200-devtest args: lij-deu metrics: - name: BLEU type: bleu value: 19.4 - name: chr-F type: chrf value: 0.49270 - task: name: Translation lij-eng type: translation args: lij-eng dataset: name: flores200-devtest type: flores200-devtest args: lij-eng metrics: - name: BLEU type: bleu value: 30.8 - name: chr-F type: chrf value: 0.58369 - task: name: Translation lij-fra type: translation args: lij-fra dataset: name: flores200-devtest type: flores200-devtest args: lij-fra metrics: - name: BLEU type: bleu value: 28.6 - name: chr-F type: chrf value: 0.55002 - task: name: Translation lij-por type: translation args: lij-por dataset: name: flores200-devtest type: flores200-devtest args: lij-por metrics: - name: BLEU type: bleu value: 26.7 - name: chr-F type: chrf value: 0.54155 - task: name: Translation lij-spa type: translation args: lij-spa dataset: name: flores200-devtest type: flores200-devtest args: lij-spa metrics: - name: BLEU type: bleu value: 18.7 - name: chr-F type: chrf value: 0.46656 - task: name: Translation lim-deu type: translation args: lim-deu dataset: name: flores200-devtest type: flores200-devtest args: lim-deu metrics: - name: BLEU type: bleu value: 15.0 - name: chr-F type: chrf value: 0.44183 - task: name: Translation lim-eng type: translation args: lim-eng dataset: name: flores200-devtest type: flores200-devtest args: lim-eng metrics: - name: BLEU type: bleu value: 20.3 - name: chr-F type: chrf value: 0.46674 - task: name: Translation lim-fra type: translation args: lim-fra dataset: name: flores200-devtest type: flores200-devtest args: lim-fra metrics: - name: BLEU type: bleu value: 17.8 - name: chr-F type: chrf value: 0.43685 - 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: 16.3 - name: chr-F type: chrf value: 0.42699 - 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: 13.7 - name: chr-F type: chrf value: 0.39587 - task: name: Translation lit-deu type: translation args: lit-deu dataset: name: flores200-devtest type: flores200-devtest args: lit-deu metrics: - name: BLEU type: bleu value: 21.9 - name: chr-F type: chrf value: 0.51669 - task: name: Translation lit-eng type: translation args: lit-eng dataset: name: flores200-devtest type: flores200-devtest args: lit-eng metrics: - name: BLEU type: bleu value: 30.5 - name: chr-F type: chrf value: 0.57849 - task: name: Translation lit-fra type: translation args: lit-fra dataset: name: flores200-devtest type: flores200-devtest args: lit-fra metrics: - name: BLEU type: bleu value: 29.0 - name: chr-F type: chrf value: 0.55896 - task: name: Translation lit-por type: translation args: lit-por dataset: name: flores200-devtest type: flores200-devtest args: lit-por metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.53960 - task: name: Translation lit-spa type: translation args: lit-spa dataset: name: flores200-devtest type: flores200-devtest args: lit-spa metrics: - name: BLEU type: bleu value: 19.7 - name: chr-F type: chrf value: 0.48120 - task: name: Translation lmo-deu type: translation args: lmo-deu dataset: name: flores200-devtest type: flores200-devtest args: lmo-deu metrics: - name: BLEU type: bleu value: 14.2 - name: chr-F type: chrf value: 0.44732 - task: name: Translation lmo-eng type: translation args: lmo-eng dataset: name: flores200-devtest type: flores200-devtest args: lmo-eng metrics: - name: BLEU type: bleu value: 23.3 - name: chr-F type: chrf value: 0.51710 - task: name: Translation lmo-fra type: translation args: lmo-fra dataset: name: flores200-devtest type: flores200-devtest args: lmo-fra metrics: - name: BLEU type: bleu value: 21.5 - name: chr-F type: chrf value: 0.49129 - task: name: Translation lmo-por type: translation args: lmo-por dataset: name: flores200-devtest type: flores200-devtest args: lmo-por metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.49153 - task: name: Translation lmo-spa type: translation args: lmo-spa dataset: name: flores200-devtest type: flores200-devtest args: lmo-spa metrics: - name: BLEU type: bleu value: 15.4 - name: chr-F type: chrf value: 0.43363 - task: name: Translation ltz-deu type: translation args: ltz-deu dataset: name: flores200-devtest type: flores200-devtest args: ltz-deu metrics: - name: BLEU type: bleu value: 29.8 - name: chr-F type: chrf value: 0.58897 - task: name: Translation ltz-eng type: translation args: ltz-eng dataset: name: flores200-devtest type: flores200-devtest args: ltz-eng metrics: - name: BLEU type: bleu value: 36.2 - name: chr-F type: chrf value: 0.62250 - task: name: Translation ltz-fra type: translation args: ltz-fra dataset: name: flores200-devtest type: flores200-devtest args: ltz-fra metrics: - name: BLEU type: bleu value: 31.6 - name: chr-F type: chrf value: 0.57460 - task: name: Translation ltz-por type: translation args: ltz-por dataset: name: flores200-devtest type: flores200-devtest args: ltz-por metrics: - name: BLEU type: bleu value: 27.1 - name: chr-F type: chrf value: 0.53674 - task: name: Translation ltz-spa type: translation args: ltz-spa dataset: name: flores200-devtest type: flores200-devtest args: ltz-spa metrics: - name: BLEU type: bleu value: 18.8 - name: chr-F type: chrf value: 0.46048 - task: name: Translation mag-deu type: translation args: mag-deu dataset: name: flores200-devtest type: flores200-devtest args: mag-deu metrics: - name: BLEU type: bleu value: 18.9 - name: chr-F type: chrf value: 0.49176 - task: name: Translation mag-eng type: translation args: mag-eng dataset: name: flores200-devtest type: flores200-devtest args: mag-eng metrics: - name: BLEU type: bleu value: 32.2 - name: chr-F type: chrf value: 0.59691 - task: name: Translation mag-fra type: translation args: mag-fra dataset: name: flores200-devtest type: flores200-devtest args: mag-fra metrics: - name: BLEU type: bleu value: 24.1 - name: chr-F type: chrf value: 0.52068 - task: name: Translation mag-por type: translation args: mag-por dataset: name: flores200-devtest type: flores200-devtest args: mag-por metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.52006 - task: name: Translation mag-spa type: translation args: mag-spa dataset: name: flores200-devtest type: flores200-devtest args: mag-spa metrics: - name: BLEU type: bleu value: 16.5 - name: chr-F type: chrf value: 0.44945 - task: name: Translation mai-deu type: translation args: mai-deu dataset: name: flores200-devtest type: flores200-devtest args: mai-deu metrics: - name: BLEU type: bleu value: 16.5 - name: chr-F type: chrf value: 0.46893 - task: name: Translation mai-eng type: translation args: mai-eng dataset: name: flores200-devtest type: flores200-devtest args: mai-eng metrics: - 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name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.45213 - task: name: Translation srp_Cyrl-deu type: translation args: srp_Cyrl-deu dataset: name: flores200-devtest type: flores200-devtest args: srp_Cyrl-deu metrics: - name: BLEU type: bleu value: 27.7 - name: chr-F type: chrf value: 0.57563 - task: name: Translation srp_Cyrl-eng type: translation args: srp_Cyrl-eng dataset: name: flores200-devtest type: flores200-devtest args: srp_Cyrl-eng metrics: - name: BLEU type: bleu value: 39.9 - name: chr-F type: chrf value: 0.66201 - task: name: Translation srp_Cyrl-fra type: translation args: srp_Cyrl-fra dataset: name: flores200-devtest type: flores200-devtest args: srp_Cyrl-fra metrics: - name: BLEU type: bleu value: 35.0 - name: chr-F type: chrf value: 0.61570 - task: name: Translation srp_Cyrl-por type: translation args: srp_Cyrl-por dataset: name: flores200-devtest type: flores200-devtest args: srp_Cyrl-por metrics: - name: BLEU type: bleu value: 33.6 - name: chr-F type: chrf value: 0.60561 - task: name: Translation srp_Cyrl-spa type: translation args: srp_Cyrl-spa dataset: name: flores200-devtest type: flores200-devtest args: srp_Cyrl-spa metrics: - name: BLEU type: bleu value: 22.4 - name: chr-F type: chrf value: 0.51500 - task: name: Translation swe-deu type: translation args: swe-deu dataset: name: flores200-devtest type: flores200-devtest args: swe-deu metrics: - name: BLEU type: bleu value: 31.6 - name: chr-F type: chrf value: 0.59607 - task: name: Translation swe-eng type: translation args: swe-eng dataset: name: flores200-devtest type: flores200-devtest args: swe-eng metrics: - name: BLEU type: bleu value: 46.0 - name: chr-F type: chrf value: 0.69032 - task: name: Translation swe-fra type: translation args: swe-fra dataset: name: flores200-devtest type: flores200-devtest args: swe-fra metrics: - name: BLEU type: bleu value: 37.8 - name: chr-F type: chrf value: 0.62610 - task: name: Translation swe-por type: translation args: swe-por dataset: name: flores200-devtest type: flores200-devtest args: swe-por metrics: - name: BLEU type: bleu value: 35.0 - name: chr-F type: chrf value: 0.60692 - task: name: Translation swe-spa type: translation args: swe-spa dataset: name: flores200-devtest type: flores200-devtest args: swe-spa metrics: - name: BLEU type: bleu value: 23.0 - name: chr-F type: chrf value: 0.51448 - task: name: Translation szl-deu type: translation args: szl-deu dataset: name: flores200-devtest type: flores200-devtest args: szl-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.51005 - task: name: Translation szl-eng type: translation args: szl-eng dataset: name: flores200-devtest type: flores200-devtest args: szl-eng metrics: - name: BLEU type: bleu value: 30.6 - name: chr-F type: chrf value: 0.57536 - task: name: Translation szl-fra type: translation args: szl-fra dataset: name: flores200-devtest type: flores200-devtest args: szl-fra metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.54029 - task: name: Translation szl-por type: translation args: szl-por dataset: name: flores200-devtest type: flores200-devtest args: szl-por metrics: - name: BLEU type: bleu value: 26.5 - name: chr-F type: chrf value: 0.52911 - task: name: Translation szl-spa type: translation args: szl-spa dataset: name: flores200-devtest type: flores200-devtest args: szl-spa metrics: - name: BLEU type: bleu value: 18.8 - name: chr-F type: chrf value: 0.46280 - task: name: Translation tgk-deu type: translation args: tgk-deu dataset: name: flores200-devtest type: flores200-devtest args: tgk-deu metrics: - name: BLEU type: bleu value: 15.8 - name: chr-F type: chrf value: 0.45372 - task: name: Translation tgk-eng type: translation args: tgk-eng dataset: name: flores200-devtest type: flores200-devtest args: tgk-eng metrics: - name: BLEU type: bleu value: 22.1 - name: chr-F type: chrf value: 0.51096 - task: name: Translation tgk-fra type: translation args: tgk-fra dataset: name: flores200-devtest type: flores200-devtest args: tgk-fra metrics: - name: BLEU type: bleu value: 21.1 - name: chr-F type: chrf value: 0.48620 - task: name: Translation tgk-por type: translation args: tgk-por dataset: name: flores200-devtest type: flores200-devtest args: tgk-por metrics: - name: BLEU type: bleu value: 19.4 - name: chr-F type: chrf value: 0.46870 - task: name: Translation tgk-spa type: translation args: tgk-spa dataset: name: flores200-devtest type: flores200-devtest args: tgk-spa metrics: - name: BLEU type: bleu value: 15.1 - name: chr-F type: chrf value: 0.42689 - task: name: Translation tpi-deu type: translation args: tpi-deu dataset: name: flores200-devtest type: flores200-devtest args: tpi-deu metrics: - name: BLEU type: bleu value: 11.1 - name: chr-F type: chrf value: 0.41078 - task: name: Translation tpi-eng type: translation args: tpi-eng dataset: name: flores200-devtest type: flores200-devtest args: tpi-eng metrics: - name: BLEU type: bleu value: 20.1 - name: chr-F type: chrf value: 0.48619 - task: name: Translation tpi-fra type: translation args: tpi-fra dataset: name: flores200-devtest type: flores200-devtest args: tpi-fra metrics: - name: BLEU type: bleu value: 16.3 - name: chr-F type: chrf value: 0.43850 - task: name: Translation tpi-por type: translation args: tpi-por dataset: name: flores200-devtest type: flores200-devtest args: tpi-por metrics: - name: BLEU type: bleu value: 15.8 - name: chr-F type: chrf value: 0.43040 - task: name: Translation tpi-spa type: translation args: tpi-spa dataset: name: flores200-devtest type: flores200-devtest args: tpi-spa metrics: - name: BLEU type: bleu value: 13.4 - name: chr-F type: chrf value: 0.39849 - task: name: Translation ukr-deu type: translation args: ukr-deu dataset: name: flores200-devtest type: flores200-devtest args: ukr-deu metrics: - name: BLEU type: bleu value: 25.1 - name: chr-F type: chrf value: 0.55290 - task: name: Translation ukr-eng type: translation args: ukr-eng dataset: name: flores200-devtest type: flores200-devtest args: ukr-eng metrics: - name: BLEU type: bleu value: 34.9 - name: chr-F type: chrf value: 0.62150 - task: name: Translation ukr-fra type: translation args: ukr-fra dataset: name: flores200-devtest type: flores200-devtest args: ukr-fra metrics: - name: BLEU type: bleu value: 32.5 - name: chr-F type: chrf value: 0.59093 - task: name: Translation ukr-por type: translation args: ukr-por dataset: name: flores200-devtest type: flores200-devtest args: ukr-por metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.57706 - task: name: Translation ukr-spa type: translation args: ukr-spa dataset: name: flores200-devtest type: flores200-devtest args: ukr-spa metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.50128 - task: name: Translation urd-deu type: translation args: urd-deu dataset: name: flores200-devtest type: flores200-devtest args: urd-deu metrics: - name: BLEU type: bleu value: 15.6 - name: chr-F type: chrf value: 0.45107 - task: name: Translation urd-eng type: translation args: urd-eng dataset: name: flores200-devtest type: flores200-devtest args: urd-eng metrics: - name: BLEU type: bleu value: 25.0 - name: chr-F type: chrf value: 0.53130 - task: name: Translation urd-fra type: translation args: urd-fra dataset: name: flores200-devtest type: flores200-devtest args: urd-fra metrics: - name: BLEU type: bleu value: 20.7 - name: chr-F type: chrf value: 0.48377 - task: name: Translation urd-por type: translation args: urd-por dataset: name: flores200-devtest type: flores200-devtest args: urd-por metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.45290 - task: name: Translation urd-spa type: translation args: urd-spa dataset: name: flores200-devtest type: flores200-devtest args: urd-spa metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.41342 - task: name: Translation vec-deu type: translation args: vec-deu dataset: name: flores200-devtest type: flores200-devtest args: vec-deu metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.48212 - task: name: Translation vec-eng type: translation args: vec-eng dataset: name: flores200-devtest type: flores200-devtest args: vec-eng metrics: - name: BLEU type: bleu value: 29.3 - name: chr-F type: chrf value: 0.56243 - task: name: Translation vec-fra type: translation args: vec-fra dataset: name: flores200-devtest type: flores200-devtest args: vec-fra metrics: - name: BLEU type: bleu value: 26.4 - name: chr-F type: chrf value: 0.53340 - task: name: Translation vec-por type: translation args: vec-por dataset: name: flores200-devtest type: flores200-devtest args: vec-por metrics: - name: BLEU type: bleu value: 25.7 - name: chr-F type: chrf value: 0.52845 - task: name: Translation vec-spa type: translation args: vec-spa dataset: name: flores200-devtest type: flores200-devtest args: vec-spa metrics: - name: BLEU type: bleu value: 17.9 - name: chr-F type: chrf value: 0.46136 - task: name: Translation afr-deu type: translation args: afr-deu dataset: name: flores101-devtest type: flores_101 args: afr deu devtest metrics: - name: BLEU type: bleu value: 27.9 - name: chr-F type: chrf value: 0.57090 - task: name: Translation afr-eng type: translation args: afr-eng dataset: name: flores101-devtest type: flores_101 args: afr eng devtest metrics: - name: BLEU type: bleu value: 52.4 - name: chr-F type: chrf value: 0.73127 - 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: 34.8 - name: chr-F type: chrf value: 0.60726 - 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: 34.4 - name: chr-F type: chrf value: 0.60399 - 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: 22.1 - name: chr-F type: chrf value: 0.50655 - task: name: Translation ast-fra type: translation args: ast-fra dataset: name: flores101-devtest type: flores_101 args: ast fra devtest metrics: - name: BLEU type: bleu value: 30.8 - name: chr-F type: chrf value: 0.56575 - task: name: Translation ast-por type: translation args: ast-por dataset: name: flores101-devtest type: flores_101 args: ast por devtest metrics: - name: BLEU type: bleu value: 30.4 - name: chr-F type: chrf value: 0.56438 - task: name: Translation ast-spa type: translation args: ast-spa dataset: name: flores101-devtest type: flores_101 args: ast spa devtest metrics: - name: BLEU type: bleu value: 21.1 - name: chr-F type: chrf value: 0.49455 - task: name: Translation bel-deu type: translation args: bel-deu dataset: name: flores101-devtest type: flores_101 args: bel deu devtest metrics: - name: BLEU type: bleu value: 11.8 - name: chr-F type: chrf value: 0.46177 - 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: 15.6 - name: chr-F type: chrf value: 0.49344 - task: name: Translation bel-fra type: translation args: bel-fra dataset: name: flores101-devtest type: flores_101 args: bel fra devtest metrics: - name: BLEU type: bleu value: 16.5 - name: chr-F type: chrf value: 0.49372 - task: name: Translation bel-spa type: translation args: bel-spa dataset: name: flores101-devtest type: flores_101 args: bel spa devtest metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.44802 - task: name: Translation ben-eng type: translation args: ben-eng dataset: name: flores101-devtest type: flores_101 args: ben eng devtest metrics: - name: BLEU type: bleu value: 23.9 - name: chr-F type: chrf value: 0.53648 - task: name: Translation ben-por type: translation args: ben-por dataset: name: flores101-devtest type: flores_101 args: ben por devtest metrics: - name: BLEU type: bleu value: 19.9 - name: chr-F type: chrf value: 0.48236 - task: name: Translation bul-por type: translation args: bul-por dataset: name: flores101-devtest type: flores_101 args: bul por devtest metrics: - name: BLEU type: bleu value: 30.8 - name: chr-F type: chrf value: 0.58471 - task: name: Translation cat-deu type: translation args: cat-deu dataset: name: flores101-devtest type: flores_101 args: cat deu devtest metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.56499 - task: name: Translation cat-eng type: translation args: cat-eng dataset: name: flores101-devtest type: flores_101 args: cat eng devtest metrics: - name: BLEU type: bleu value: 42.3 - name: chr-F type: chrf value: 0.67443 - task: name: Translation cat-spa type: translation args: cat-spa dataset: name: flores101-devtest type: flores_101 args: cat spa devtest metrics: - name: BLEU type: bleu value: 24.4 - name: chr-F type: chrf value: 0.53140 - task: name: Translation ces-por type: translation args: ces-por dataset: name: flores101-devtest type: flores_101 args: ces por devtest metrics: - name: BLEU type: bleu value: 29.9 - name: chr-F type: chrf value: 0.57503 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: flores101-devtest type: flores_101 args: ces spa devtest metrics: - name: BLEU type: bleu value: 21.1 - name: chr-F type: chrf value: 0.49860 - task: name: Translation ckb-deu type: translation args: ckb-deu dataset: name: flores101-devtest type: flores_101 args: ckb deu devtest metrics: - name: BLEU type: bleu value: 10.2 - name: chr-F type: chrf value: 0.36979 - task: name: Translation ckb-eng type: translation args: ckb-eng dataset: name: flores101-devtest type: flores_101 args: ckb eng devtest metrics: - name: BLEU type: bleu value: 15.8 - name: chr-F type: chrf value: 0.41310 - task: name: Translation cym-fra type: translation args: cym-fra dataset: name: flores101-devtest type: flores_101 args: cym fra devtest metrics: - name: BLEU type: bleu value: 28.6 - name: chr-F type: chrf value: 0.54610 - task: name: Translation dan-por type: translation args: dan-por dataset: name: flores101-devtest type: flores_101 args: dan por devtest metrics: - name: BLEU type: bleu value: 34.7 - name: chr-F type: chrf value: 0.60877 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: flores101-devtest type: flores_101 args: deu eng devtest metrics: - name: BLEU type: bleu value: 39.8 - name: chr-F type: chrf value: 0.65706 - task: name: Translation fas-fra type: translation args: fas-fra dataset: name: flores101-devtest type: flores_101 args: fas fra devtest metrics: - name: BLEU type: bleu value: 26.8 - name: chr-F type: chrf value: 0.54336 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: flores101-devtest type: flores_101 args: fra eng devtest metrics: - name: BLEU type: bleu value: 41.0 - name: chr-F type: chrf value: 0.66301 - task: name: Translation fra-por type: translation args: fra-por dataset: name: flores101-devtest type: flores_101 args: fra por devtest metrics: - name: BLEU type: bleu value: 35.7 - name: chr-F type: chrf value: 0.61592 - task: name: Translation gle-deu type: translation args: gle-deu dataset: name: flores101-devtest type: flores_101 args: gle deu devtest metrics: - name: BLEU type: bleu value: 17.0 - name: chr-F type: chrf value: 0.47354 - task: name: Translation gle-por type: translation args: gle-por dataset: name: flores101-devtest type: flores_101 args: gle por devtest metrics: - name: BLEU type: bleu value: 21.7 - name: chr-F type: chrf value: 0.50115 - task: name: Translation guj-deu type: translation args: guj-deu dataset: name: flores101-devtest type: flores_101 args: guj deu devtest metrics: - name: BLEU type: bleu value: 13.5 - name: chr-F type: chrf value: 0.42069 - task: name: Translation hin-deu type: translation args: hin-deu dataset: name: flores101-devtest type: flores_101 args: hin deu devtest metrics: - name: BLEU type: bleu value: 19.6 - name: chr-F type: chrf value: 0.49480 - task: name: Translation hin-eng type: translation args: hin-eng dataset: name: flores101-devtest type: flores_101 args: hin eng devtest metrics: - name: BLEU type: bleu value: 32.6 - name: chr-F type: chrf value: 0.59392 - task: name: Translation hrv-por type: translation args: hrv-por dataset: name: flores101-devtest type: flores_101 args: hrv por devtest metrics: - name: BLEU type: bleu value: 29.5 - name: chr-F type: chrf value: 0.57004 - task: name: Translation hye-deu type: translation args: hye-deu dataset: name: flores101-devtest type: flores_101 args: hye deu devtest metrics: - name: BLEU type: bleu value: 17.5 - name: chr-F type: chrf value: 0.47323 - task: name: Translation hye-eng type: translation args: hye-eng dataset: name: flores101-devtest type: flores_101 args: hye eng devtest metrics: - name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.54450 - task: name: Translation isl-eng type: translation args: isl-eng dataset: name: flores101-devtest type: flores_101 args: isl eng devtest metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.53875 - task: name: Translation ita-deu type: translation args: ita-deu dataset: name: flores101-devtest type: flores_101 args: ita deu devtest metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.54033 - task: name: Translation ita-fra type: translation args: ita-fra dataset: name: flores101-devtest type: flores_101 args: ita fra devtest metrics: - name: BLEU type: bleu value: 30.6 - name: chr-F type: chrf value: 0.59488 - task: name: Translation ita-spa type: translation args: ita-spa dataset: name: flores101-devtest type: flores_101 args: ita spa devtest metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.51946 - task: name: Translation kea-spa type: translation args: kea-spa dataset: name: flores101-devtest type: flores_101 args: kea spa devtest metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.46784 - task: name: Translation lav-por type: translation args: lav-por dataset: name: flores101-devtest type: flores_101 args: lav por devtest metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.54017 - task: name: Translation lav-spa type: translation args: lav-spa dataset: name: flores101-devtest type: flores_101 args: lav spa devtest metrics: - name: BLEU type: bleu value: 19.3 - name: chr-F type: chrf value: 0.48185 - task: name: Translation lit-deu type: translation args: lit-deu dataset: name: flores101-devtest type: flores_101 args: lit deu devtest metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.51261 - task: name: Translation lit-por type: translation args: lit-por dataset: name: flores101-devtest type: flores_101 args: lit por devtest metrics: - name: BLEU type: bleu value: 25.3 - name: chr-F type: chrf value: 0.53223 - task: name: Translation ltz-deu type: translation args: ltz-deu dataset: name: flores101-devtest type: flores_101 args: ltz deu devtest metrics: - name: BLEU type: bleu value: 29.2 - name: chr-F type: chrf value: 0.58286 - task: name: Translation ltz-por type: translation args: ltz-por dataset: name: flores101-devtest type: flores_101 args: ltz por devtest metrics: - name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.53241 - task: name: Translation mar-deu type: translation args: mar-deu dataset: name: flores101-devtest type: flores_101 args: mar deu devtest metrics: - name: BLEU type: bleu value: 14.1 - name: chr-F type: chrf value: 0.44237 - task: name: Translation mar-eng type: translation args: mar-eng dataset: name: flores101-devtest type: flores_101 args: mar eng devtest metrics: - 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name: BLEU type: bleu value: 21.2 - name: chr-F type: chrf value: 0.50054 - task: name: Translation npi-eng type: translation args: npi-eng dataset: name: flores101-devtest type: flores_101 args: npi eng devtest metrics: - name: BLEU type: bleu value: 24.8 - name: chr-F type: chrf value: 0.53179 - task: name: Translation npi-spa type: translation args: npi-spa dataset: name: flores101-devtest type: flores_101 args: npi spa devtest metrics: - name: BLEU type: bleu value: 13.6 - name: chr-F type: chrf value: 0.41165 - task: name: Translation pan-deu type: translation args: pan-deu dataset: name: flores101-devtest type: flores_101 args: pan deu devtest metrics: - name: BLEU type: bleu value: 13.6 - name: chr-F type: chrf value: 0.42831 - task: name: Translation pan-eng type: translation args: pan-eng dataset: name: flores101-devtest type: flores_101 args: pan eng devtest metrics: - name: BLEU type: bleu value: 22.2 - name: chr-F type: chrf value: 0.51203 - task: name: Translation pan-fra type: translation args: pan-fra dataset: name: flores101-devtest type: flores_101 args: pan fra devtest metrics: - 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name: BLEU type: bleu value: 26.3 - name: chr-F type: chrf value: 0.54283 - task: name: Translation ces-por type: translation args: ces-por dataset: name: ntrex128 type: ntrex128 args: ces-por metrics: - name: BLEU type: bleu value: 24.1 - name: chr-F type: chrf value: 0.52392 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: ntrex128 type: ntrex128 args: ces-spa metrics: - name: BLEU type: bleu value: 28.9 - name: chr-F type: chrf value: 0.55467 - task: name: Translation cym-deu type: translation args: cym-deu dataset: name: ntrex128 type: ntrex128 args: cym-deu metrics: - name: BLEU type: bleu value: 19.1 - name: chr-F type: chrf value: 0.48064 - task: name: Translation cym-eng type: translation args: cym-eng dataset: name: ntrex128 type: ntrex128 args: cym-eng metrics: - name: BLEU type: bleu value: 34.7 - name: chr-F type: chrf value: 0.60592 - task: name: Translation cym-fra type: translation args: cym-fra dataset: name: ntrex128 type: ntrex128 args: cym-fra metrics: - 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name: BLEU type: bleu value: 25.4 - name: chr-F type: chrf value: 0.53068 - task: name: Translation dan-por type: translation args: dan-por dataset: name: ntrex128 type: ntrex128 args: dan-por metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.52754 - task: name: Translation dan-spa type: translation args: dan-spa dataset: name: ntrex128 type: ntrex128 args: dan-spa metrics: - name: BLEU type: bleu value: 29.8 - name: chr-F type: chrf value: 0.55304 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: ntrex128 type: ntrex128 args: deu-eng metrics: - name: BLEU type: bleu value: 33.7 - name: chr-F type: chrf value: 0.61371 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: ntrex128 type: ntrex128 args: deu-fra metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.54844 - task: name: Translation deu-por type: translation args: deu-por dataset: name: ntrex128 type: ntrex128 args: deu-por metrics: - name: BLEU type: bleu value: 25.3 - name: chr-F type: chrf value: 0.53694 - task: name: Translation deu-spa type: translation args: deu-spa dataset: name: ntrex128 type: ntrex128 args: deu-spa metrics: - name: BLEU type: bleu value: 29.8 - name: chr-F type: chrf value: 0.56148 - task: name: Translation ell-deu type: translation args: ell-deu dataset: name: ntrex128 type: ntrex128 args: ell-deu metrics: - name: BLEU type: bleu value: 21.1 - name: chr-F type: chrf value: 0.51567 - task: name: Translation ell-eng type: translation args: ell-eng dataset: name: ntrex128 type: ntrex128 args: ell-eng metrics: - name: BLEU type: bleu value: 34.0 - name: chr-F type: chrf value: 0.60389 - task: name: Translation ell-fra type: translation args: ell-fra dataset: name: ntrex128 type: ntrex128 args: ell-fra metrics: - name: BLEU type: bleu value: 25.1 - name: chr-F type: chrf value: 0.53343 - task: name: Translation ell-por type: translation args: ell-por dataset: name: ntrex128 type: ntrex128 args: ell-por metrics: - name: BLEU type: bleu value: 25.9 - name: chr-F type: chrf value: 0.53030 - task: name: Translation ell-spa type: translation args: ell-spa dataset: name: ntrex128 type: ntrex128 args: ell-spa metrics: - name: BLEU type: bleu value: 29.7 - name: chr-F type: chrf value: 0.55542 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: ntrex128 type: ntrex128 args: eng-deu metrics: - name: BLEU type: bleu value: 28.9 - name: chr-F type: chrf value: 0.57592 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: ntrex128 type: ntrex128 args: eng-fra metrics: - name: BLEU type: bleu value: 33.9 - name: chr-F type: chrf value: 0.60159 - task: name: Translation eng-por type: translation args: eng-por dataset: name: ntrex128 type: ntrex128 args: eng-por metrics: - name: BLEU type: bleu value: 32.6 - name: chr-F type: chrf value: 0.59020 - task: name: Translation eng-spa type: translation args: eng-spa dataset: name: ntrex128 type: ntrex128 args: eng-spa metrics: - name: BLEU type: bleu value: 38.6 - name: chr-F type: chrf value: 0.62826 - task: name: Translation fao-deu type: translation args: fao-deu dataset: name: ntrex128 type: ntrex128 args: fao-deu metrics: - name: BLEU type: bleu value: 16.1 - name: chr-F type: chrf value: 0.42717 - task: name: Translation fao-eng type: translation args: fao-eng dataset: name: ntrex128 type: ntrex128 args: fao-eng metrics: - name: BLEU type: bleu value: 24.5 - name: chr-F type: chrf value: 0.48210 - task: name: Translation fao-fra type: translation args: fao-fra dataset: name: ntrex128 type: ntrex128 args: fao-fra metrics: - name: BLEU type: bleu value: 16.9 - name: chr-F type: chrf value: 0.40770 - task: name: Translation fao-por type: translation args: fao-por dataset: name: ntrex128 type: ntrex128 args: fao-por metrics: - name: BLEU type: bleu value: 16.2 - name: chr-F type: chrf value: 0.40603 - task: name: Translation fao-spa type: translation args: fao-spa dataset: name: ntrex128 type: ntrex128 args: fao-spa metrics: - name: BLEU type: bleu value: 18.8 - name: chr-F type: chrf value: 0.42980 - task: name: Translation fas-deu type: translation args: fas-deu dataset: name: ntrex128 type: ntrex128 args: fas-deu metrics: - name: BLEU type: bleu value: 15.7 - name: chr-F type: chrf value: 0.47062 - task: name: Translation fas-eng type: translation args: fas-eng dataset: name: ntrex128 type: ntrex128 args: fas-eng metrics: - name: BLEU type: bleu value: 24.0 - name: chr-F type: chrf value: 0.53552 - task: name: Translation fas-fra type: translation args: fas-fra dataset: name: ntrex128 type: ntrex128 args: fas-fra metrics: - name: BLEU type: bleu value: 20.1 - name: chr-F type: chrf value: 0.48958 - task: name: Translation fas-por type: translation args: fas-por dataset: name: ntrex128 type: ntrex128 args: fas-por metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.47091 - task: name: Translation fas-spa type: translation args: fas-spa dataset: name: ntrex128 type: ntrex128 args: fas-spa metrics: - name: BLEU type: bleu value: 22.5 - name: chr-F type: chrf value: 0.49946 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: ntrex128 type: ntrex128 args: fra-deu metrics: - name: BLEU type: bleu value: 22.1 - name: chr-F type: chrf value: 0.52037 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: ntrex128 type: ntrex128 args: fra-eng metrics: - name: BLEU type: bleu value: 32.7 - name: chr-F type: chrf value: 0.59918 - task: name: Translation fra-por type: translation args: fra-por dataset: name: ntrex128 type: ntrex128 args: fra-por metrics: - name: BLEU type: bleu value: 25.0 - name: chr-F type: chrf value: 0.53484 - task: name: Translation fra-spa type: translation args: fra-spa dataset: name: ntrex128 type: ntrex128 args: fra-spa metrics: - name: BLEU type: bleu value: 30.3 - name: chr-F type: chrf value: 0.56500 - task: name: Translation gle-deu type: translation args: gle-deu dataset: name: ntrex128 type: ntrex128 args: gle-deu metrics: - name: BLEU type: bleu value: 16.0 - name: chr-F type: chrf value: 0.45357 - task: name: Translation gle-eng type: translation args: gle-eng dataset: name: ntrex128 type: ntrex128 args: gle-eng metrics: - name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.54960 - task: name: Translation gle-fra type: translation args: gle-fra dataset: name: ntrex128 type: ntrex128 args: gle-fra metrics: - name: BLEU type: bleu value: 18.7 - name: chr-F type: chrf value: 0.47041 - task: name: Translation gle-por type: translation args: gle-por dataset: name: ntrex128 type: ntrex128 args: gle-por metrics: - name: BLEU type: bleu value: 17.5 - name: chr-F type: chrf value: 0.45725 - task: name: Translation gle-spa type: translation args: gle-spa dataset: name: ntrex128 type: ntrex128 args: gle-spa metrics: - name: BLEU type: bleu value: 22.4 - name: chr-F type: chrf value: 0.48897 - task: name: Translation glg-deu type: translation args: glg-deu dataset: name: ntrex128 type: ntrex128 args: glg-deu metrics: - name: BLEU type: bleu value: 22.4 - name: chr-F type: chrf value: 0.52710 - task: name: Translation glg-eng type: translation args: glg-eng dataset: name: ntrex128 type: ntrex128 args: glg-eng metrics: - name: BLEU type: bleu value: 37.0 - name: chr-F type: chrf value: 0.63076 - task: name: Translation glg-fra type: translation args: glg-fra dataset: name: ntrex128 type: ntrex128 args: glg-fra metrics: - name: BLEU type: bleu value: 27.2 - name: chr-F type: chrf value: 0.55231 - task: name: Translation glg-por type: translation args: glg-por dataset: name: ntrex128 type: ntrex128 args: glg-por metrics: - name: BLEU type: bleu value: 28.9 - name: chr-F type: chrf value: 0.56272 - task: name: Translation glg-spa type: translation args: glg-spa dataset: name: ntrex128 type: ntrex128 args: glg-spa metrics: - name: BLEU type: bleu value: 36.6 - name: chr-F type: chrf value: 0.61675 - task: name: Translation guj-deu type: translation args: guj-deu dataset: name: ntrex128 type: ntrex128 args: guj-deu metrics: - name: BLEU type: bleu value: 11.9 - name: chr-F type: chrf value: 0.40361 - task: name: Translation guj-eng type: translation args: guj-eng dataset: name: ntrex128 type: ntrex128 args: guj-eng metrics: - name: BLEU type: bleu value: 23.0 - name: chr-F type: chrf value: 0.52283 - task: name: Translation guj-fra type: translation args: guj-fra dataset: name: ntrex128 type: ntrex128 args: guj-fra metrics: - name: BLEU type: bleu value: 14.7 - name: chr-F type: chrf value: 0.41597 - task: name: Translation guj-por type: translation args: guj-por dataset: name: ntrex128 type: ntrex128 args: guj-por metrics: - name: BLEU type: bleu value: 13.0 - name: chr-F type: chrf value: 0.40085 - task: name: Translation guj-spa type: translation args: guj-spa dataset: name: ntrex128 type: ntrex128 args: guj-spa metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.44800 - task: name: Translation hin-deu type: translation args: hin-deu dataset: name: ntrex128 type: ntrex128 args: hin-deu metrics: - name: BLEU type: bleu value: 14.4 - name: chr-F type: chrf value: 0.45618 - task: name: Translation hin-eng type: translation args: hin-eng dataset: name: ntrex128 type: ntrex128 args: hin-eng metrics: - name: BLEU type: bleu value: 27.9 - name: chr-F type: chrf value: 0.57183 - task: name: Translation hin-fra type: translation args: hin-fra dataset: name: ntrex128 type: ntrex128 args: hin-fra metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.47504 - task: name: Translation hin-por type: translation args: hin-por dataset: name: ntrex128 type: ntrex128 args: hin-por metrics: - name: BLEU type: bleu value: 16.9 - name: chr-F type: chrf value: 0.45829 - task: name: Translation hin-spa type: translation args: hin-spa dataset: name: ntrex128 type: ntrex128 args: hin-spa metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.48784 - task: name: Translation hrv-deu type: translation args: hrv-deu dataset: name: ntrex128 type: ntrex128 args: hrv-deu metrics: - 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name: BLEU type: bleu value: 14.0 - name: chr-F type: chrf value: 0.42987 - task: name: Translation hye-eng type: translation args: hye-eng dataset: name: ntrex128 type: ntrex128 args: hye-eng metrics: - name: BLEU type: bleu value: 20.9 - name: chr-F type: chrf value: 0.49189 - task: name: Translation hye-fra type: translation args: hye-fra dataset: name: ntrex128 type: ntrex128 args: hye-fra metrics: - name: BLEU type: bleu value: 17.2 - name: chr-F type: chrf value: 0.44434 - task: name: Translation hye-por type: translation args: hye-por dataset: name: ntrex128 type: ntrex128 args: hye-por metrics: - name: BLEU type: bleu value: 16.0 - name: chr-F type: chrf value: 0.43069 - task: name: Translation hye-spa type: translation args: hye-spa dataset: name: ntrex128 type: ntrex128 args: hye-spa metrics: - name: BLEU type: bleu value: 19.5 - name: chr-F type: chrf value: 0.45889 - task: name: Translation isl-deu type: translation args: isl-deu dataset: name: ntrex128 type: ntrex128 args: isl-deu metrics: - name: BLEU type: bleu value: 19.5 - name: chr-F type: chrf value: 0.48392 - task: name: Translation isl-eng type: translation args: isl-eng dataset: name: ntrex128 type: ntrex128 args: isl-eng metrics: - name: BLEU type: bleu value: 27.5 - name: chr-F type: chrf value: 0.54720 - task: name: Translation isl-fra type: translation args: isl-fra dataset: name: ntrex128 type: ntrex128 args: isl-fra metrics: - name: BLEU type: bleu value: 22.5 - name: chr-F type: chrf value: 0.49971 - task: name: Translation isl-por type: translation args: isl-por dataset: name: ntrex128 type: ntrex128 args: isl-por metrics: - name: BLEU type: bleu value: 20.2 - name: chr-F type: chrf value: 0.47811 - task: name: Translation isl-spa type: translation args: isl-spa dataset: name: ntrex128 type: ntrex128 args: isl-spa metrics: - name: BLEU type: bleu value: 25.1 - name: chr-F type: chrf value: 0.51060 - task: name: Translation ita-deu type: translation args: ita-deu dataset: name: ntrex128 type: ntrex128 args: ita-deu metrics: - 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name: BLEU type: bleu value: 21.9 - name: chr-F type: chrf value: 0.50667 - task: name: Translation lit-por type: translation args: lit-por dataset: name: ntrex128 type: ntrex128 args: lit-por metrics: - name: BLEU type: bleu value: 20.8 - name: chr-F type: chrf value: 0.49771 - task: name: Translation lit-spa type: translation args: lit-spa dataset: name: ntrex128 type: ntrex128 args: lit-spa metrics: - name: BLEU type: bleu value: 24.8 - name: chr-F type: chrf value: 0.52333 - task: name: Translation ltz-deu type: translation args: ltz-deu dataset: name: ntrex128 type: ntrex128 args: ltz-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.51232 - task: name: Translation ltz-eng type: translation args: ltz-eng dataset: name: ntrex128 type: ntrex128 args: ltz-eng metrics: - name: BLEU type: bleu value: 32.4 - name: chr-F type: chrf value: 0.58218 - task: name: Translation ltz-fra type: translation args: ltz-fra dataset: name: ntrex128 type: ntrex128 args: ltz-fra metrics: - name: BLEU type: bleu value: 21.6 - name: chr-F type: chrf value: 0.49182 - task: name: Translation ltz-por type: translation args: ltz-por dataset: name: ntrex128 type: ntrex128 args: ltz-por metrics: - name: BLEU type: bleu value: 20.3 - name: chr-F type: chrf value: 0.46871 - task: name: Translation ltz-spa type: translation args: ltz-spa dataset: name: ntrex128 type: ntrex128 args: ltz-spa metrics: - name: BLEU type: bleu value: 23.6 - name: chr-F type: chrf value: 0.48975 - task: name: Translation mar-deu type: translation args: mar-deu dataset: name: ntrex128 type: ntrex128 args: mar-deu metrics: - name: BLEU type: bleu value: 12.5 - name: chr-F type: chrf value: 0.42225 - task: name: Translation mar-eng type: translation args: mar-eng dataset: name: ntrex128 type: ntrex128 args: mar-eng metrics: - name: BLEU type: bleu value: 22.2 - name: chr-F type: chrf value: 0.51583 - task: name: Translation mar-fra type: translation args: mar-fra dataset: name: ntrex128 type: ntrex128 args: mar-fra metrics: - name: BLEU type: bleu value: 15.1 - name: chr-F type: chrf value: 0.43088 - task: name: Translation mar-por type: translation args: mar-por dataset: name: ntrex128 type: ntrex128 args: mar-por metrics: - name: BLEU type: bleu value: 14.6 - name: chr-F type: chrf value: 0.42394 - task: name: Translation mar-spa type: translation args: mar-spa dataset: name: ntrex128 type: ntrex128 args: mar-spa metrics: - name: BLEU type: bleu value: 17.7 - name: chr-F type: chrf value: 0.44945 - task: name: Translation mkd-deu type: translation args: mkd-deu dataset: name: ntrex128 type: ntrex128 args: mkd-deu metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.52537 - task: name: Translation mkd-eng type: translation args: mkd-eng dataset: name: ntrex128 type: ntrex128 args: mkd-eng metrics: - name: BLEU type: bleu value: 35.8 - name: chr-F type: chrf value: 0.62757 - task: name: Translation mkd-fra type: translation args: mkd-fra dataset: name: ntrex128 type: ntrex128 args: mkd-fra metrics: - name: BLEU type: bleu value: 26.4 - name: chr-F type: chrf value: 0.54428 - task: name: Translation mkd-por type: translation args: mkd-por dataset: name: ntrex128 type: ntrex128 args: mkd-por metrics: - name: BLEU type: bleu value: 24.5 - name: chr-F type: chrf value: 0.52919 - task: name: Translation mkd-spa type: translation args: mkd-spa dataset: name: ntrex128 type: ntrex128 args: mkd-spa metrics: - name: BLEU type: bleu value: 30.0 - name: chr-F type: chrf value: 0.56365 - task: name: Translation nep-deu type: translation args: nep-deu dataset: name: ntrex128 type: ntrex128 args: nep-deu metrics: - name: BLEU type: bleu value: 11.6 - name: chr-F type: chrf value: 0.40783 - task: name: Translation nep-eng type: translation args: nep-eng dataset: name: ntrex128 type: ntrex128 args: nep-eng metrics: - name: BLEU type: bleu value: 23.1 - name: chr-F type: chrf value: 0.51242 - task: name: Translation nep-fra type: translation args: nep-fra dataset: name: ntrex128 type: ntrex128 args: nep-fra metrics: - name: BLEU type: bleu value: 14.5 - name: chr-F type: chrf value: 0.41414 - task: name: Translation nep-por type: translation args: nep-por dataset: name: ntrex128 type: ntrex128 args: nep-por metrics: - name: BLEU type: bleu value: 13.8 - name: chr-F type: chrf value: 0.41356 - task: name: Translation nep-spa type: translation args: nep-spa dataset: name: ntrex128 type: ntrex128 args: nep-spa metrics: - name: BLEU type: bleu value: 17.0 - name: chr-F type: chrf value: 0.43667 - task: name: Translation nld-deu type: translation args: nld-deu dataset: name: ntrex128 type: ntrex128 args: nld-deu metrics: - name: BLEU type: bleu value: 25.3 - name: chr-F type: chrf value: 0.55633 - task: name: Translation nld-eng type: translation args: nld-eng dataset: name: ntrex128 type: ntrex128 args: nld-eng metrics: - name: BLEU type: bleu value: 36.0 - name: chr-F type: chrf value: 0.63172 - task: name: Translation nld-fra type: translation args: nld-fra dataset: name: ntrex128 type: ntrex128 args: nld-fra metrics: - name: BLEU type: bleu value: 27.1 - name: chr-F type: chrf value: 0.55161 - task: name: Translation nld-por type: translation args: nld-por dataset: name: ntrex128 type: ntrex128 args: nld-por metrics: - name: BLEU type: bleu value: 26.8 - name: chr-F type: chrf value: 0.54074 - task: name: Translation nld-spa type: translation args: nld-spa dataset: name: ntrex128 type: ntrex128 args: nld-spa metrics: - name: BLEU type: bleu value: 31.7 - name: chr-F type: chrf value: 0.57106 - task: name: Translation nno-deu type: translation args: nno-deu dataset: name: ntrex128 type: ntrex128 args: nno-deu metrics: - name: BLEU type: bleu value: 23.9 - name: chr-F type: chrf value: 0.52489 - task: name: Translation nno-eng type: translation args: nno-eng dataset: name: ntrex128 type: ntrex128 args: nno-eng metrics: - name: BLEU type: bleu value: 41.6 - name: chr-F type: chrf value: 0.64889 - task: name: Translation nno-fra type: translation args: nno-fra dataset: name: ntrex128 type: ntrex128 args: nno-fra metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.53358 - task: name: Translation nno-por type: translation args: nno-por dataset: name: ntrex128 type: ntrex128 args: nno-por metrics: - name: BLEU type: bleu value: 24.7 - name: chr-F type: chrf value: 0.52089 - task: name: Translation nno-spa type: translation args: nno-spa dataset: name: ntrex128 type: ntrex128 args: nno-spa metrics: - name: BLEU type: bleu value: 29.4 - name: chr-F type: chrf value: 0.54863 - task: name: Translation nob-deu type: translation args: nob-deu dataset: name: ntrex128 type: ntrex128 args: nob-deu metrics: - name: BLEU type: bleu value: 25.5 - name: chr-F type: chrf value: 0.54650 - task: name: Translation nob-eng type: translation args: nob-eng dataset: name: ntrex128 type: ntrex128 args: nob-eng metrics: - name: BLEU type: bleu value: 39.3 - name: chr-F type: chrf value: 0.64444 - task: name: Translation nob-fra type: translation args: nob-fra dataset: name: ntrex128 type: ntrex128 args: nob-fra metrics: - name: BLEU type: bleu value: 28.0 - name: chr-F type: chrf value: 0.55024 - task: name: Translation nob-por type: translation args: nob-por dataset: name: ntrex128 type: ntrex128 args: nob-por metrics: - name: BLEU type: bleu value: 25.9 - name: chr-F type: chrf value: 0.53537 - task: name: Translation nob-spa type: translation args: nob-spa dataset: name: ntrex128 type: ntrex128 args: nob-spa metrics: - name: BLEU type: bleu value: 31.4 - name: chr-F type: chrf value: 0.56899 - task: name: Translation pan-deu type: translation args: pan-deu dataset: name: ntrex128 type: ntrex128 args: pan-deu metrics: - name: BLEU type: bleu value: 11.6 - name: chr-F type: chrf value: 0.40429 - task: name: Translation pan-eng type: translation args: pan-eng dataset: name: ntrex128 type: ntrex128 args: pan-eng metrics: - name: BLEU type: bleu value: 20.6 - name: chr-F type: chrf value: 0.49942 - task: name: Translation pan-fra type: translation args: pan-fra dataset: name: ntrex128 type: ntrex128 args: pan-fra metrics: - name: BLEU type: bleu value: 14.8 - name: chr-F type: chrf value: 0.41440 - task: name: Translation pan-por type: translation args: pan-por dataset: name: ntrex128 type: ntrex128 args: pan-por metrics: - name: BLEU type: bleu value: 13.1 - name: chr-F type: chrf value: 0.39925 - task: name: Translation pan-spa type: translation args: pan-spa dataset: name: ntrex128 type: ntrex128 args: pan-spa metrics: - name: BLEU type: bleu value: 16.6 - name: chr-F type: chrf value: 0.42840 - task: name: Translation pol-deu type: translation args: pol-deu dataset: name: ntrex128 type: ntrex128 args: pol-deu metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.50884 - task: name: Translation pol-eng type: translation args: pol-eng dataset: name: ntrex128 type: ntrex128 args: pol-eng metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.55781 - task: name: Translation pol-fra type: translation args: pol-fra dataset: name: ntrex128 type: ntrex128 args: pol-fra metrics: - name: BLEU type: bleu value: 23.9 - name: chr-F type: chrf value: 0.52511 - task: name: Translation pol-por type: translation args: pol-por dataset: name: ntrex128 type: ntrex128 args: pol-por metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.50796 - task: name: Translation pol-spa type: translation args: pol-spa dataset: name: ntrex128 type: ntrex128 args: pol-spa metrics: - name: BLEU type: bleu value: 25.6 - name: chr-F type: chrf value: 0.53122 - task: name: Translation por-deu type: translation args: por-deu dataset: name: ntrex128 type: ntrex128 args: por-deu metrics: - name: BLEU type: bleu value: 23.7 - name: chr-F type: chrf value: 0.54003 - task: name: Translation por-eng type: translation args: por-eng dataset: name: ntrex128 type: ntrex128 args: por-eng metrics: - name: BLEU type: bleu value: 37.6 - name: chr-F type: chrf value: 0.63798 - task: name: Translation por-fra type: translation args: por-fra dataset: name: ntrex128 type: ntrex128 args: por-fra metrics: - name: BLEU type: bleu value: 28.3 - name: chr-F type: chrf value: 0.56317 - task: name: Translation por-spa type: translation args: por-spa dataset: name: ntrex128 type: ntrex128 args: por-spa metrics: - name: BLEU type: bleu value: 33.9 - name: chr-F type: chrf value: 0.59244 - task: name: Translation prs-deu type: translation args: prs-deu dataset: name: ntrex128 type: ntrex128 args: prs-deu metrics: - name: BLEU type: bleu value: 14.3 - name: chr-F type: chrf value: 0.44878 - task: name: Translation prs-eng type: translation args: prs-eng dataset: name: ntrex128 type: ntrex128 args: prs-eng metrics: - name: BLEU type: bleu value: 24.2 - name: chr-F type: chrf value: 0.52855 - task: name: Translation prs-fra type: translation args: prs-fra dataset: name: ntrex128 type: ntrex128 args: prs-fra metrics: - name: BLEU type: bleu value: 17.6 - name: chr-F type: chrf value: 0.46323 - task: name: Translation prs-por type: translation args: prs-por dataset: name: ntrex128 type: ntrex128 args: prs-por metrics: - name: BLEU type: bleu value: 16.9 - name: chr-F type: chrf value: 0.45211 - task: name: Translation prs-spa type: translation args: prs-spa dataset: name: ntrex128 type: ntrex128 args: prs-spa metrics: - name: BLEU type: bleu value: 20.5 - name: chr-F type: chrf value: 0.47595 - task: name: Translation pus-eng type: translation args: pus-eng dataset: name: ntrex128 type: ntrex128 args: pus-eng metrics: - name: BLEU type: bleu value: 13.0 - name: chr-F type: chrf value: 0.40630 - task: name: Translation pus-fra type: translation args: pus-fra dataset: name: ntrex128 type: ntrex128 args: pus-fra metrics: - name: BLEU type: bleu value: 10.6 - name: chr-F type: chrf value: 0.37292 - task: name: Translation pus-por type: translation args: pus-por dataset: name: ntrex128 type: ntrex128 args: pus-por metrics: - name: BLEU type: bleu value: 10.0 - name: chr-F type: chrf value: 0.36366 - task: name: Translation pus-spa type: translation args: pus-spa dataset: name: ntrex128 type: ntrex128 args: pus-spa metrics: - name: BLEU type: bleu value: 12.4 - name: chr-F type: chrf value: 0.38558 - task: name: Translation ron-deu type: translation args: ron-deu dataset: name: ntrex128 type: ntrex128 args: ron-deu metrics: - name: BLEU type: bleu value: 21.6 - name: chr-F type: chrf value: 0.52534 - task: name: Translation ron-eng type: translation args: ron-eng dataset: name: ntrex128 type: ntrex128 args: ron-eng metrics: - name: BLEU type: bleu value: 32.2 - name: chr-F type: chrf value: 0.60733 - task: name: Translation ron-fra type: translation args: ron-fra dataset: name: ntrex128 type: ntrex128 args: ron-fra metrics: - name: BLEU type: bleu value: 26.1 - name: chr-F type: chrf value: 0.55222 - task: name: Translation ron-por type: translation args: ron-por dataset: name: ntrex128 type: ntrex128 args: ron-por metrics: - name: BLEU type: bleu value: 26.4 - name: chr-F type: chrf value: 0.54549 - task: name: Translation ron-spa type: translation args: ron-spa dataset: name: ntrex128 type: ntrex128 args: ron-spa metrics: - name: BLEU type: bleu value: 31.6 - name: chr-F type: chrf value: 0.57503 - task: name: Translation rus-deu type: translation args: rus-deu dataset: name: ntrex128 type: ntrex128 args: rus-deu metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.49519 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: ntrex128 type: ntrex128 args: rus-eng metrics: - name: BLEU type: bleu value: 25.6 - name: chr-F type: chrf value: 0.55126 - task: name: Translation rus-fra type: translation args: rus-fra dataset: name: ntrex128 type: ntrex128 args: rus-fra metrics: - name: BLEU type: bleu value: 22.8 - name: chr-F type: chrf value: 0.51684 - task: name: Translation rus-por type: translation args: rus-por dataset: name: ntrex128 type: ntrex128 args: rus-por metrics: - name: BLEU type: bleu value: 20.4 - name: chr-F type: chrf value: 0.49329 - task: name: Translation rus-spa type: translation args: rus-spa dataset: name: ntrex128 type: ntrex128 args: rus-spa metrics: - name: BLEU type: bleu value: 24.8 - name: chr-F type: chrf value: 0.52316 - task: name: Translation slk-deu type: translation args: slk-deu dataset: name: ntrex128 type: ntrex128 args: slk-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.52066 - task: name: Translation slk-eng type: translation args: slk-eng dataset: name: ntrex128 type: ntrex128 args: slk-eng metrics: - name: BLEU type: bleu value: 33.0 - name: chr-F type: chrf value: 0.60940 - task: name: Translation slk-fra type: translation args: slk-fra dataset: name: ntrex128 type: ntrex128 args: slk-fra metrics: - name: BLEU type: bleu value: 25.8 - name: chr-F type: chrf value: 0.53303 - task: name: Translation slk-por type: translation args: slk-por dataset: name: ntrex128 type: ntrex128 args: slk-por metrics: - name: BLEU type: bleu value: 23.0 - name: chr-F type: chrf value: 0.51245 - task: name: Translation slk-spa type: translation args: slk-spa dataset: name: ntrex128 type: ntrex128 args: slk-spa metrics: - name: BLEU type: bleu value: 28.3 - name: chr-F type: chrf value: 0.54489 - task: name: Translation slv-deu type: translation args: slv-deu dataset: name: ntrex128 type: ntrex128 args: slv-deu metrics: - name: BLEU type: bleu value: 22.0 - name: chr-F type: chrf value: 0.52189 - task: name: Translation slv-eng type: translation args: slv-eng dataset: name: ntrex128 type: ntrex128 args: slv-eng metrics: - name: BLEU type: bleu value: 30.4 - name: chr-F type: chrf value: 0.58552 - task: name: Translation slv-fra type: translation args: slv-fra dataset: name: ntrex128 type: ntrex128 args: slv-fra metrics: - name: BLEU type: bleu value: 25.3 - name: chr-F type: chrf value: 0.53247 - task: name: Translation slv-por type: translation args: slv-por dataset: name: ntrex128 type: ntrex128 args: slv-por metrics: - name: BLEU type: bleu value: 23.4 - name: chr-F type: chrf value: 0.51817 - task: name: Translation slv-spa type: translation args: slv-spa dataset: name: ntrex128 type: ntrex128 args: slv-spa metrics: - name: BLEU type: bleu value: 27.7 - name: chr-F type: chrf value: 0.54582 - task: name: Translation spa-fra type: translation args: spa-fra dataset: name: ntrex128 type: ntrex128 args: spa-fra metrics: - name: BLEU type: bleu value: 28.3 - name: chr-F type: chrf value: 0.56549 - task: name: Translation spa-por type: translation args: spa-por dataset: name: ntrex128 type: ntrex128 args: spa-por metrics: - name: BLEU type: bleu value: 28.5 - name: chr-F type: chrf value: 0.56372 - task: name: Translation sqi-deu type: translation args: sqi-deu dataset: name: ntrex128 type: ntrex128 args: sqi-deu metrics: - name: BLEU type: bleu value: 21.7 - name: chr-F type: chrf value: 0.52259 - task: name: Translation sqi-eng type: translation args: sqi-eng dataset: name: ntrex128 type: ntrex128 args: sqi-eng metrics: - name: BLEU type: bleu value: 36.2 - name: chr-F type: chrf value: 0.62439 - task: name: Translation sqi-fra type: translation args: sqi-fra dataset: name: ntrex128 type: ntrex128 args: sqi-fra metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.54643 - task: name: Translation sqi-por type: translation args: sqi-por dataset: name: ntrex128 type: ntrex128 args: sqi-por metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.53857 - task: name: Translation sqi-spa type: translation args: sqi-spa dataset: name: ntrex128 type: ntrex128 args: sqi-spa metrics: - name: BLEU type: bleu value: 30.8 - name: chr-F type: chrf value: 0.56804 - task: name: Translation srp_Cyrl-deu type: translation args: srp_Cyrl-deu dataset: name: ntrex128 type: ntrex128 args: srp_Cyrl-deu metrics: - name: BLEU type: bleu value: 18.6 - name: chr-F type: chrf value: 0.48837 - task: name: Translation srp_Cyrl-eng type: translation args: srp_Cyrl-eng dataset: name: ntrex128 type: ntrex128 args: srp_Cyrl-eng metrics: - name: BLEU type: bleu value: 24.5 - name: chr-F type: chrf value: 0.54292 - task: name: Translation srp_Cyrl-fra type: translation args: srp_Cyrl-fra dataset: name: ntrex128 type: ntrex128 args: srp_Cyrl-fra metrics: - name: BLEU type: bleu value: 21.5 - name: chr-F type: chrf value: 0.48977 - task: name: Translation srp_Cyrl-por type: translation args: srp_Cyrl-por dataset: name: ntrex128 type: ntrex128 args: srp_Cyrl-por metrics: - name: BLEU type: bleu value: 20.5 - name: chr-F type: chrf value: 0.48429 - task: name: Translation srp_Cyrl-spa type: translation args: srp_Cyrl-spa dataset: name: ntrex128 type: ntrex128 args: srp_Cyrl-spa metrics: - name: BLEU type: bleu value: 24.9 - name: chr-F type: chrf value: 0.51373 - task: name: Translation swe-deu type: translation args: swe-deu dataset: name: ntrex128 type: ntrex128 args: swe-deu metrics: - name: BLEU type: bleu value: 25.9 - name: chr-F type: chrf value: 0.54871 - task: name: Translation swe-eng type: translation args: swe-eng dataset: name: ntrex128 type: ntrex128 args: swe-eng metrics: - name: BLEU type: bleu value: 41.2 - name: chr-F type: chrf value: 0.65427 - task: name: Translation swe-fra type: translation args: swe-fra dataset: name: ntrex128 type: ntrex128 args: swe-fra metrics: - name: BLEU type: bleu value: 28.2 - name: chr-F type: chrf value: 0.55294 - task: name: Translation swe-por type: translation args: swe-por dataset: name: ntrex128 type: ntrex128 args: swe-por metrics: - name: BLEU type: bleu value: 26.7 - name: chr-F type: chrf value: 0.53911 - task: name: Translation swe-spa type: translation args: swe-spa dataset: name: ntrex128 type: ntrex128 args: swe-spa metrics: - name: BLEU type: bleu value: 31.9 - name: chr-F type: chrf value: 0.57293 - task: name: Translation tgk_Cyrl-deu type: translation args: tgk_Cyrl-deu dataset: name: ntrex128 type: ntrex128 args: tgk_Cyrl-deu metrics: - name: BLEU type: bleu value: 11.8 - name: chr-F type: chrf value: 0.40503 - task: name: Translation tgk_Cyrl-eng type: translation args: tgk_Cyrl-eng dataset: name: ntrex128 type: ntrex128 args: tgk_Cyrl-eng metrics: - name: BLEU type: bleu value: 16.4 - name: chr-F type: chrf value: 0.45221 - task: name: Translation tgk_Cyrl-fra type: translation args: tgk_Cyrl-fra dataset: name: ntrex128 type: ntrex128 args: tgk_Cyrl-fra metrics: - name: BLEU type: bleu value: 14.4 - name: chr-F type: chrf value: 0.41930 - task: name: Translation tgk_Cyrl-por type: translation args: tgk_Cyrl-por dataset: name: ntrex128 type: ntrex128 args: tgk_Cyrl-por metrics: - name: BLEU type: bleu value: 12.7 - name: chr-F type: chrf value: 0.40576 - task: name: Translation tgk_Cyrl-spa type: translation args: tgk_Cyrl-spa dataset: name: ntrex128 type: ntrex128 args: tgk_Cyrl-spa metrics: - name: BLEU type: bleu value: 16.4 - name: chr-F type: chrf value: 0.43095 - task: name: Translation ukr-deu type: translation args: ukr-deu dataset: name: ntrex128 type: ntrex128 args: ukr-deu metrics: - name: BLEU type: bleu value: 18.5 - name: chr-F type: chrf value: 0.49644 - task: name: Translation ukr-eng type: translation args: ukr-eng dataset: name: ntrex128 type: ntrex128 args: ukr-eng metrics: - name: BLEU type: bleu value: 25.7 - name: chr-F type: chrf value: 0.55193 - task: name: Translation ukr-fra type: translation args: ukr-fra dataset: name: ntrex128 type: ntrex128 args: ukr-fra metrics: - name: BLEU type: bleu value: 21.8 - name: chr-F type: chrf value: 0.50914 - task: name: Translation ukr-por type: translation args: ukr-por dataset: name: ntrex128 type: ntrex128 args: ukr-por metrics: - name: BLEU type: bleu value: 21.3 - name: chr-F type: chrf value: 0.49879 - task: name: Translation ukr-spa type: translation args: ukr-spa dataset: name: ntrex128 type: ntrex128 args: ukr-spa metrics: - name: BLEU type: bleu value: 25.6 - name: chr-F type: chrf value: 0.52640 - task: name: Translation urd-deu type: translation args: urd-deu dataset: name: ntrex128 type: ntrex128 args: urd-deu metrics: - name: BLEU type: bleu value: 14.1 - name: chr-F type: chrf value: 0.43742 - task: name: Translation urd-eng type: translation args: urd-eng dataset: name: ntrex128 type: ntrex128 args: urd-eng metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.52486 - task: name: Translation urd-fra type: translation args: urd-fra dataset: name: ntrex128 type: ntrex128 args: urd-fra metrics: - name: BLEU type: bleu value: 17.4 - name: chr-F type: chrf value: 0.45409 - task: name: Translation urd-por type: translation args: urd-por dataset: name: ntrex128 type: ntrex128 args: urd-por metrics: - name: BLEU type: bleu value: 14.6 - name: chr-F type: chrf value: 0.42660 - task: name: Translation urd-spa type: translation args: urd-spa dataset: name: ntrex128 type: ntrex128 args: urd-spa metrics: - name: BLEU type: bleu value: 19.4 - name: chr-F type: chrf value: 0.46414 - 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: 48.8 - name: chr-F type: chrf value: 0.68516 - 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: 60.8 - name: chr-F type: chrf value: 0.73535 - 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: 57.6 - name: chr-F type: chrf value: 0.72814 - 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: 42.4 - name: chr-F type: chrf value: 0.62154 - 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: 44.1 - name: chr-F type: chrf value: 0.65145 - 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: 44.8 - name: chr-F type: chrf value: 0.62648 - 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: 47.4 - name: chr-F type: chrf value: 0.66291 - 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: 46.5 - name: chr-F type: chrf value: 0.66644 - 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: 46.1 - name: chr-F type: chrf value: 0.62742 - 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: 62.5 - name: chr-F type: chrf value: 0.76603 - task: name: Translation bre-eng type: translation args: bre-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: bre-eng metrics: - name: BLEU type: bleu value: 26.2 - name: chr-F type: chrf value: 0.47135 - 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: 49.1 - name: chr-F type: chrf value: 0.68593 - 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: 55.5 - name: chr-F type: chrf value: 0.69980 - 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: 52.4 - name: chr-F type: chrf value: 0.69233 - 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: 49.2 - name: chr-F type: chrf value: 0.66731 - 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: 45.7 - name: chr-F type: chrf value: 0.65296 - 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: 55.6 - name: chr-F type: chrf value: 0.70714 - 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: 53.7 - name: chr-F type: chrf value: 0.71112 - 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: 56.3 - name: chr-F type: chrf value: 0.74022 - 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: 74.0 - name: chr-F type: chrf value: 0.85238 - 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: 50.1 - name: chr-F type: chrf value: 0.68073 - 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: 53.6 - name: chr-F type: chrf value: 0.68902 - 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: 53.5 - name: chr-F type: chrf value: 0.70071 - 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: 52.5 - name: chr-F type: chrf value: 0.69957 - 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: 47.5 - name: chr-F type: chrf value: 0.65153 - 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: 53.7 - name: chr-F type: chrf value: 0.72320 - 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: 62.3 - name: chr-F type: chrf value: 0.75679 - 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: 61.8 - name: chr-F type: chrf value: 0.76077 - 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: 58.8 - name: chr-F type: chrf value: 0.76460 - 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: 53.8 - name: chr-F type: chrf value: 0.71685 - 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: 37.6 - name: chr-F type: chrf value: 0.60029 - 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: 48.4 - name: chr-F type: chrf value: 0.65647 - 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: 48.7 - name: chr-F type: chrf value: 0.66811 - 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: 42.2 - name: chr-F type: chrf value: 0.62766 - 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: 48.2 - name: chr-F type: chrf value: 0.67276 - 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: 34.5 - name: chr-F type: chrf value: 0.55993 - 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: 51.9 - name: chr-F type: chrf value: 0.68199 - 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: 63.6 - name: chr-F type: chrf value: 0.76316 - 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: 59.1 - name: chr-F type: chrf value: 0.74291 - 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: 50.0 - name: chr-F type: chrf value: 0.69593 - 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: 47.9 - name: chr-F type: chrf value: 0.64482 - 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: 39.7 - name: chr-F type: chrf value: 0.61606 - 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: 65.4 - name: chr-F type: chrf value: 0.82285 - 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: 49.4 - name: chr-F type: chrf value: 0.67435 - 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: 51.9 - name: chr-F type: chrf value: 0.70975 - 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: 53.9 - name: chr-F type: chrf value: 0.71497 - 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: 40.1 - name: chr-F type: chrf value: 0.55253 - 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: 34.2 - name: chr-F type: chrf value: 0.57907 - 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: 39.2 - name: chr-F type: chrf value: 0.58280 - 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: 35.7 - name: chr-F type: chrf value: 0.57554 - 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: 47.6 - name: chr-F type: chrf value: 0.67258 - 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: 56.3 - name: chr-F type: chrf value: 0.71355 - 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: 43.9 - name: chr-F type: chrf value: 0.63538 - 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: 50.7 - name: chr-F type: chrf value: 0.69703 - 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: 53.3 - name: chr-F type: chrf value: 0.71014 - 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: 37.9 - name: chr-F type: chrf value: 0.55802 - task: name: Translation gla-eng type: translation args: gla-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: gla-eng metrics: - name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.44054 - task: name: Translation gla-spa type: translation args: gla-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: gla-spa metrics: - name: BLEU type: bleu value: 23.0 - name: chr-F type: chrf value: 0.44549 - 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: 48.1 - name: chr-F type: chrf value: 0.63566 - 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: 54.1 - name: chr-F type: chrf value: 0.69249 - 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: 61.5 - name: chr-F type: chrf value: 0.76777 - 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: 68.8 - name: chr-F type: chrf value: 0.80359 - 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: 20.8 - name: chr-F type: chrf value: 0.37952 - 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: 32.5 - name: chr-F type: chrf value: 0.48360 - 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: 50.7 - name: chr-F type: chrf value: 0.68769 - 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: 54.9 - name: chr-F type: chrf value: 0.68956 - 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: 47.0 - name: chr-F type: chrf value: 0.66551 - 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: 53.4 - name: chr-F type: chrf value: 0.70241 - 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: 47.1 - name: chr-F type: chrf value: 0.64048 - 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: 48.9 - name: chr-F type: chrf value: 0.66676 - 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: 56.8 - name: chr-F type: chrf value: 0.71884 - 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: 42.3 - name: chr-F type: chrf value: 0.62438 - 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: 52.9 - name: chr-F type: chrf value: 0.68433 - 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: 40.9 - name: chr-F type: chrf value: 0.61176 - 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: 29.0 - name: chr-F type: chrf value: 0.50806 - 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: 47.4 - name: chr-F type: chrf value: 0.66238 - 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: 48.1 - name: chr-F type: chrf value: 0.64466 - 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: 42.5 - name: chr-F type: chrf value: 0.61980 - 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: 47.8 - name: chr-F type: chrf value: 0.67198 - 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: 68.3 - name: chr-F type: chrf value: 0.79538 - 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: 62.7 - name: chr-F type: chrf value: 0.76540 - 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: 54.1 - name: chr-F type: chrf value: 0.73006 - 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: 61.0 - name: chr-F type: chrf value: 0.76476 - task: name: Translation kur_Latn-deu type: translation args: kur_Latn-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: kur_Latn-deu metrics: - name: BLEU type: bleu value: 23.8 - name: chr-F type: chrf value: 0.38732 - task: name: Translation kur_Latn-eng type: translation args: kur_Latn-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: kur_Latn-eng metrics: - name: BLEU type: bleu value: 22.8 - name: chr-F type: chrf value: 0.39058 - task: name: Translation lad-eng type: translation args: lad-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lad-eng metrics: - name: BLEU type: bleu value: 26.5 - name: chr-F type: chrf value: 0.47244 - task: name: Translation lad-spa type: translation args: lad-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lad-spa metrics: - name: BLEU type: bleu value: 26.7 - name: chr-F type: chrf value: 0.51096 - task: name: Translation lad_Latn-eng type: translation args: lad_Latn-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lad_Latn-eng metrics: - name: BLEU type: bleu value: 37.2 - name: chr-F type: chrf value: 0.53303 - task: name: Translation lad_Latn-spa type: translation args: lad_Latn-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lad_Latn-spa metrics: - name: BLEU type: bleu value: 42.3 - name: chr-F type: chrf value: 0.59686 - task: name: Translation lat-deu type: translation args: lat-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lat-deu metrics: - name: BLEU type: bleu value: 25.2 - name: chr-F type: chrf value: 0.42426 - task: name: Translation lat-eng type: translation args: lat-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lat-eng metrics: - name: BLEU type: bleu value: 23.5 - name: chr-F type: chrf value: 0.41822 - 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: 23.3 - name: chr-F type: chrf value: 0.44259 - 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: 55.0 - name: chr-F type: chrf value: 0.70077 - task: name: Translation lit-deu type: translation args: lit-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lit-deu metrics: - name: BLEU type: bleu value: 46.5 - name: chr-F type: chrf value: 0.65720 - task: name: Translation lit-eng type: translation args: lit-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lit-eng metrics: - name: BLEU type: bleu value: 57.3 - name: chr-F type: chrf value: 0.71630 - task: name: Translation lit-spa type: translation args: lit-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: lit-spa metrics: - name: BLEU type: bleu value: 50.9 - name: chr-F type: chrf value: 0.67909 - task: name: Translation ltz-deu type: translation args: ltz-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ltz-deu metrics: - name: BLEU type: bleu value: 47.0 - name: chr-F type: chrf value: 0.63420 - task: name: Translation ltz-eng type: translation args: ltz-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ltz-eng metrics: - name: BLEU type: bleu value: 53.6 - name: chr-F type: chrf value: 0.64228 - 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: 47.0 - name: chr-F type: chrf value: 0.64526 - 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: 52.4 - name: chr-F type: chrf value: 0.66313 - 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: 55.7 - name: chr-F type: chrf value: 0.71066 - 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: 49.9 - name: chr-F type: chrf value: 0.67499 - task: name: Translation nds-deu type: translation args: nds-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nds-deu metrics: - name: BLEU type: bleu value: 47.6 - name: chr-F type: chrf value: 0.66221 - task: name: Translation nds-eng type: translation args: nds-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nds-eng metrics: - name: BLEU type: bleu value: 44.4 - name: chr-F type: chrf value: 0.61480 - task: name: Translation nds-fra type: translation args: nds-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nds-fra metrics: - name: BLEU type: bleu value: 45.9 - name: chr-F type: chrf value: 0.61459 - task: name: Translation nds-por type: translation args: nds-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nds-por metrics: - name: BLEU type: bleu value: 41.8 - name: chr-F type: chrf value: 0.60646 - task: name: Translation nds-spa type: translation args: nds-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nds-spa metrics: - name: BLEU type: bleu value: 44.6 - name: chr-F type: chrf value: 0.63982 - 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: 54.8 - name: chr-F type: chrf value: 0.72111 - task: name: Translation nld-eng type: translation args: nld-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nld-eng metrics: - name: BLEU type: bleu value: 59.3 - name: chr-F type: chrf value: 0.73199 - task: name: Translation nld-fra type: translation args: nld-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nld-fra metrics: - name: BLEU type: bleu value: 46.7 - name: chr-F type: chrf value: 0.67269 - task: name: Translation nld-por type: translation args: nld-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nld-por metrics: - name: BLEU type: bleu value: 48.9 - name: chr-F type: chrf value: 0.68204 - task: name: Translation nld-spa type: translation args: nld-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nld-spa metrics: - name: BLEU type: bleu value: 51.0 - name: chr-F type: chrf value: 0.69314 - task: name: Translation nno-eng type: translation args: nno-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nno-eng metrics: - name: BLEU type: bleu value: 55.8 - name: chr-F type: chrf value: 0.69230 - task: name: Translation nob-deu type: translation args: nob-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nob-deu metrics: - name: BLEU type: bleu value: 48.8 - name: chr-F type: chrf value: 0.68483 - task: name: Translation nob-eng type: translation args: nob-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nob-eng metrics: - name: BLEU type: bleu value: 57.4 - name: chr-F type: chrf value: 0.71685 - task: name: Translation nob-fra type: translation args: nob-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nob-fra metrics: - name: BLEU type: bleu value: 52.6 - name: chr-F type: chrf value: 0.70312 - task: name: Translation nob-spa type: translation args: nob-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nob-spa metrics: - name: BLEU type: bleu value: 56.2 - name: chr-F type: chrf value: 0.73880 - 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: 48.9 - name: chr-F type: chrf value: 0.68518 - task: name: Translation nor-eng type: translation args: nor-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nor-eng metrics: - name: BLEU type: bleu value: 57.3 - name: chr-F type: chrf value: 0.71465 - task: name: Translation nor-fra type: translation args: nor-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nor-fra metrics: - name: BLEU type: bleu value: 55.2 - name: chr-F type: chrf value: 0.71415 - task: name: Translation nor-por type: translation args: nor-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nor-por metrics: - name: BLEU type: bleu value: 45.8 - name: chr-F type: chrf value: 0.67705 - task: name: Translation nor-spa type: translation args: nor-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: nor-spa metrics: - name: BLEU type: bleu value: 56.0 - name: chr-F type: chrf value: 0.73721 - task: name: Translation oci-eng type: translation args: oci-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: oci-eng metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.41564 - 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: 27.0 - name: chr-F type: chrf value: 0.47832 - 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: 39.7 - name: chr-F type: chrf value: 0.58486 - task: name: Translation pms-eng type: translation args: pms-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: pms-eng metrics: - name: BLEU type: bleu value: 20.2 - name: chr-F type: chrf value: 0.39772 - 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: 47.9 - name: chr-F type: chrf value: 0.66592 - 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: 51.8 - name: chr-F type: chrf value: 0.67680 - 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: 47.7 - name: chr-F type: chrf value: 0.65788 - 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: 43.1 - name: chr-F type: chrf value: 0.64124 - 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: 46.9 - name: chr-F type: chrf value: 0.65488 - 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: 46.8 - name: chr-F type: chrf value: 0.66941 - 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: 62.4 - name: chr-F type: chrf value: 0.75755 - 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: 58.6 - name: chr-F type: chrf value: 0.74773 - 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: 51.8 - name: chr-F type: chrf value: 0.72256 - 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: 63.6 - name: chr-F type: chrf value: 0.78598 - task: name: Translation ron-deu type: translation args: ron-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ron-deu metrics: - name: BLEU type: bleu value: 49.1 - name: chr-F type: chrf value: 0.67249 - task: name: Translation ron-eng type: translation args: ron-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ron-eng metrics: - name: BLEU type: bleu value: 57.3 - name: chr-F type: chrf value: 0.71740 - task: name: Translation ron-fra type: translation args: ron-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ron-fra metrics: - name: BLEU type: bleu value: 53.0 - name: chr-F type: chrf value: 0.69777 - task: name: Translation ron-por type: translation args: ron-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ron-por metrics: - name: BLEU type: bleu value: 53.5 - name: chr-F type: chrf value: 0.72413 - task: name: Translation ron-spa type: translation args: ron-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ron-spa metrics: - name: BLEU type: bleu value: 56.3 - name: chr-F type: chrf value: 0.72960 - task: name: Translation rus-deu type: translation args: rus-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: rus-deu metrics: - name: BLEU type: bleu value: 48.2 - name: chr-F type: chrf value: 0.67364 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: rus-eng metrics: - name: BLEU type: bleu value: 53.7 - name: chr-F type: chrf value: 0.68851 - task: name: Translation rus-fra type: translation args: rus-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: rus-fra metrics: - name: BLEU type: bleu value: 49.1 - name: chr-F type: chrf value: 0.66299 - task: name: Translation rus-por type: translation args: rus-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: rus-por metrics: - name: BLEU type: bleu value: 43.4 - name: chr-F type: chrf value: 0.64106 - task: name: Translation rus-spa type: translation args: rus-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: rus-spa metrics: - name: BLEU type: bleu value: 49.1 - name: chr-F type: chrf value: 0.67610 - task: name: Translation slv-deu type: translation args: slv-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: slv-deu metrics: - name: BLEU type: bleu value: 55.2 - name: chr-F type: chrf value: 0.72746 - task: name: Translation slv-eng type: translation args: slv-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: slv-eng metrics: - name: BLEU type: bleu value: 55.4 - name: chr-F type: chrf value: 0.70580 - task: name: Translation slv-fra type: translation args: slv-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: slv-fra metrics: - name: BLEU type: bleu value: 43.0 - name: chr-F type: chrf value: 0.61642 - task: name: Translation spa-deu type: translation args: spa-deu dataset: name: tatoeba-test-v2021-03-30 type: tatoeba_mt args: spa-deu metrics: - name: BLEU type: bleu value: 47.0 - name: chr-F type: chrf value: 0.66185 - task: name: Translation sqi-eng type: translation args: sqi-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: sqi-eng metrics: - name: BLEU type: bleu value: 56.5 - name: chr-F type: chrf value: 0.71252 - task: name: Translation srp_Cyrl-eng type: translation args: srp_Cyrl-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: srp_Cyrl-eng metrics: - name: BLEU type: bleu value: 52.0 - name: chr-F type: chrf value: 0.65934 - task: name: Translation swe-deu type: translation args: swe-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: swe-deu metrics: - name: BLEU type: bleu value: 53.5 - name: chr-F type: chrf value: 0.70356 - task: name: Translation swe-eng type: translation args: swe-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: swe-eng metrics: - name: BLEU type: bleu value: 62.7 - name: chr-F type: chrf value: 0.74751 - task: name: Translation swe-fra type: translation args: swe-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: swe-fra metrics: - name: BLEU type: bleu value: 56.7 - name: chr-F type: chrf value: 0.71714 - task: name: Translation swe-por type: translation args: swe-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: swe-por metrics: - name: BLEU type: bleu value: 48.7 - name: chr-F type: chrf value: 0.68849 - task: name: Translation swe-spa type: translation args: swe-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: swe-spa metrics: - name: BLEU type: bleu value: 53.3 - name: chr-F type: chrf value: 0.70160 - task: name: Translation ukr-deu type: translation args: ukr-deu dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ukr-deu metrics: - name: BLEU type: bleu value: 50.8 - name: chr-F type: chrf value: 0.68602 - task: name: Translation ukr-eng type: translation args: ukr-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ukr-eng metrics: - name: BLEU type: bleu value: 52.4 - name: chr-F type: chrf value: 0.68162 - task: name: Translation ukr-fra type: translation args: ukr-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ukr-fra metrics: - name: BLEU type: bleu value: 48.4 - name: chr-F type: chrf value: 0.66118 - task: name: Translation ukr-por type: translation args: ukr-por dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ukr-por metrics: - name: BLEU type: bleu value: 46.6 - name: chr-F type: chrf value: 0.65923 - task: name: Translation ukr-spa type: translation args: ukr-spa dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: ukr-spa metrics: - name: BLEU type: bleu value: 49.7 - name: chr-F type: chrf value: 0.67601 - task: name: Translation urd-eng type: translation args: urd-eng dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: urd-eng metrics: - name: BLEU type: bleu value: 33.0 - name: chr-F type: chrf value: 0.52376 - task: name: Translation yid-eng type: translation args: yid-eng dataset: name: tatoeba-test-v2021-03-30 type: tatoeba_mt args: yid-eng metrics: - name: BLEU type: bleu value: 21.4 - name: chr-F type: chrf value: 0.44187 - task: name: Translation yid-fra type: translation args: yid-fra dataset: name: tatoeba-test-v2021-08-07 type: tatoeba_mt args: yid-fra metrics: - name: BLEU type: bleu value: 20.2 - name: chr-F type: chrf value: 0.43410 - task: name: Translation ben-eng type: translation args: ben-eng dataset: name: tico19-test type: tico19-test args: ben-eng metrics: - name: BLEU type: bleu value: 27.3 - name: chr-F type: chrf value: 0.55418 - task: name: Translation ben-fra type: translation args: ben-fra dataset: name: tico19-test type: tico19-test args: ben-fra metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.45176 - task: name: Translation ben-por type: translation args: ben-por dataset: name: tico19-test type: tico19-test args: ben-por metrics: - 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name: BLEU type: bleu value: 27.0 - name: chr-F type: chrf value: 0.54980 - task: name: Translation ces-fra type: translation args: ces-fra dataset: name: newstest2012 type: wmt-2012-news args: ces-fra metrics: - name: BLEU type: bleu value: 26.8 - name: chr-F type: chrf value: 0.55088 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: newstest2012 type: wmt-2012-news args: ces-spa metrics: - name: BLEU type: bleu value: 29.9 - name: chr-F type: chrf value: 0.55950 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2012 type: wmt-2012-news args: deu-eng metrics: - name: BLEU type: bleu value: 27.5 - name: chr-F type: chrf value: 0.55507 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: newstest2012 type: wmt-2012-news args: deu-fra metrics: - name: BLEU type: bleu value: 26.6 - name: chr-F type: chrf value: 0.55160 - task: name: Translation deu-spa type: translation args: deu-spa dataset: name: newstest2012 type: wmt-2012-news args: deu-spa metrics: - name: BLEU type: bleu value: 30.1 - name: chr-F type: chrf value: 0.56307 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2012 type: wmt-2012-news args: eng-deu metrics: - name: BLEU type: bleu value: 22.9 - name: chr-F type: chrf value: 0.52121 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: newstest2012 type: wmt-2012-news args: eng-fra metrics: - name: BLEU type: bleu value: 30.8 - name: chr-F type: chrf value: 0.58675 - task: name: Translation eng-spa type: translation args: eng-spa dataset: name: newstest2012 type: wmt-2012-news args: eng-spa metrics: - name: BLEU type: bleu value: 37.9 - name: chr-F type: chrf value: 0.61689 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: newstest2012 type: wmt-2012-news args: fra-deu metrics: - name: BLEU type: bleu value: 23.2 - name: chr-F type: chrf value: 0.52009 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: newstest2012 type: wmt-2012-news args: fra-eng metrics: - name: BLEU type: bleu value: 32.3 - name: chr-F type: chrf value: 0.58405 - task: name: Translation fra-spa type: translation args: fra-spa dataset: name: newstest2012 type: wmt-2012-news args: fra-spa metrics: - name: BLEU type: bleu value: 38.5 - name: chr-F type: chrf value: 0.62038 - task: name: Translation rus-deu type: translation args: rus-deu dataset: name: newstest2012 type: wmt-2012-news args: rus-deu metrics: - name: BLEU type: bleu value: 18.3 - name: chr-F type: chrf value: 0.47965 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2012 type: wmt-2012-news args: rus-eng metrics: - name: BLEU type: bleu value: 36.1 - name: chr-F type: chrf value: 0.61258 - task: name: Translation rus-fra type: translation args: rus-fra dataset: name: newstest2012 type: wmt-2012-news args: rus-fra metrics: - name: BLEU type: bleu value: 24.2 - name: chr-F type: chrf value: 0.52674 - task: name: Translation rus-spa type: translation args: rus-spa dataset: name: newstest2012 type: wmt-2012-news args: rus-spa metrics: - name: BLEU type: bleu value: 27.4 - name: chr-F type: chrf value: 0.53760 - task: name: Translation ces-deu type: translation args: ces-deu dataset: name: newstest2013 type: wmt-2013-news args: ces-deu metrics: - name: BLEU type: bleu value: 25.3 - name: chr-F type: chrf value: 0.54483 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2013 type: wmt-2013-news args: ces-eng metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.57212 - task: name: Translation ces-fra type: translation args: ces-fra dataset: name: newstest2013 type: wmt-2013-news args: ces-fra metrics: - name: BLEU type: bleu value: 28.4 - name: chr-F type: chrf value: 0.55258 - task: name: Translation ces-spa type: translation args: ces-spa dataset: name: newstest2013 type: wmt-2013-news args: ces-spa metrics: - name: BLEU type: bleu value: 30.6 - name: chr-F type: chrf value: 0.56179 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2013 type: wmt-2013-news args: deu-eng metrics: - name: BLEU type: bleu value: 31.0 - name: chr-F type: chrf value: 0.57382 - task: name: Translation deu-fra type: translation args: deu-fra dataset: name: newstest2013 type: wmt-2013-news args: deu-fra metrics: - name: BLEU type: bleu value: 28.8 - name: chr-F type: chrf value: 0.55576 - task: name: Translation deu-spa type: translation args: deu-spa dataset: name: newstest2013 type: wmt-2013-news args: deu-spa metrics: - name: BLEU type: bleu value: 30.9 - name: chr-F type: chrf value: 0.56220 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2013 type: wmt-2013-news args: eng-deu metrics: - name: BLEU type: bleu value: 26.6 - name: chr-F type: chrf value: 0.54830 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: newstest2013 type: wmt-2013-news args: eng-fra metrics: - name: BLEU type: bleu value: 32.6 - name: chr-F type: chrf value: 0.58195 - task: name: Translation eng-spa type: translation args: eng-spa dataset: name: newstest2013 type: wmt-2013-news args: eng-spa metrics: - name: BLEU type: bleu value: 34.6 - name: chr-F type: chrf value: 0.59254 - task: name: Translation fra-deu type: translation args: fra-deu dataset: name: newstest2013 type: wmt-2013-news args: fra-deu metrics: - name: BLEU type: bleu value: 24.6 - name: chr-F type: chrf value: 0.53465 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: newstest2013 type: wmt-2013-news args: fra-eng metrics: - name: BLEU type: bleu value: 32.9 - name: chr-F type: chrf value: 0.58395 - task: name: Translation fra-spa type: translation args: fra-spa dataset: name: newstest2013 type: wmt-2013-news args: fra-spa metrics: - name: BLEU type: bleu value: 34.1 - name: chr-F type: chrf value: 0.58748 - task: name: Translation rus-deu type: translation args: rus-deu dataset: name: newstest2013 type: wmt-2013-news args: rus-deu metrics: - name: BLEU type: bleu value: 22.4 - name: chr-F type: chrf value: 0.51980 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2013 type: wmt-2013-news args: rus-eng metrics: - name: BLEU type: bleu value: 28.9 - name: chr-F type: chrf value: 0.55557 - task: name: Translation rus-fra type: translation args: rus-fra dataset: name: newstest2013 type: wmt-2013-news args: rus-fra metrics: - name: BLEU type: bleu value: 27.6 - name: chr-F type: chrf value: 0.54627 - task: name: Translation rus-spa type: translation args: rus-spa dataset: name: newstest2013 type: wmt-2013-news args: rus-spa metrics: - name: BLEU type: bleu value: 30.5 - name: chr-F type: chrf value: 0.55540 - task: name: Translation spa-deu type: translation args: spa-deu dataset: name: newstest2013 type: wmt-2013-news args: spa-deu metrics: - name: BLEU type: bleu value: 24.8 - name: chr-F type: chrf value: 0.53925 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2014 type: wmt-2014-news args: ces-eng metrics: - name: BLEU type: bleu value: 33.9 - name: chr-F type: chrf value: 0.61449 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2014 type: wmt-2014-news args: deu-eng metrics: - name: BLEU type: bleu value: 32.1 - name: chr-F type: chrf value: 0.58733 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2014 type: wmt-2014-news args: eng-deu metrics: - name: BLEU type: bleu value: 26.5 - name: chr-F type: chrf value: 0.57701 - task: name: Translation eng-fra type: translation args: eng-fra dataset: name: newstest2014 type: wmt-2014-news args: eng-fra metrics: - name: BLEU type: bleu value: 38.1 - name: chr-F type: chrf value: 0.63976 - task: name: Translation fra-eng type: translation args: fra-eng dataset: name: newstest2014 type: wmt-2014-news args: fra-eng metrics: - name: BLEU type: bleu value: 36.8 - name: chr-F type: chrf value: 0.62627 - task: name: Translation hin-eng type: translation args: hin-eng dataset: name: newstest2014 type: wmt-2014-news args: hin-eng metrics: - name: BLEU type: bleu value: 26.4 - name: chr-F type: chrf value: 0.56343 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2014 type: wmt-2014-news args: rus-eng metrics: - name: BLEU type: bleu value: 36.6 - name: chr-F type: chrf value: 0.62633 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2015 type: wmt-2015-news args: ces-eng metrics: - name: BLEU type: bleu value: 30.7 - name: chr-F type: chrf value: 0.56562 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2015 type: wmt-2015-news args: deu-eng metrics: - name: BLEU type: bleu value: 33.3 - name: chr-F type: chrf value: 0.59036 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2015 type: wmt-2015-news args: eng-deu metrics: - name: BLEU type: bleu value: 30.1 - name: chr-F type: chrf value: 0.58604 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2015 type: wmt-2015-news args: rus-eng metrics: - name: BLEU type: bleu value: 32.5 - name: chr-F type: chrf value: 0.58794 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2016 type: wmt-2016-news args: ces-eng metrics: - name: BLEU type: bleu value: 32.6 - name: chr-F type: chrf value: 0.58896 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2016 type: wmt-2016-news args: deu-eng metrics: - name: BLEU type: bleu value: 39.4 - name: chr-F type: chrf value: 0.63945 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2016 type: wmt-2016-news args: eng-deu metrics: - name: BLEU type: bleu value: 35.9 - name: chr-F type: chrf value: 0.62731 - task: name: Translation ron-eng type: translation args: ron-eng dataset: name: newstest2016 type: wmt-2016-news args: ron-eng metrics: - name: BLEU type: bleu value: 38.1 - name: chr-F type: chrf value: 0.63051 - task: name: Translation rus-eng type: translation args: rus-eng dataset: name: newstest2016 type: wmt-2016-news args: rus-eng metrics: - name: BLEU type: bleu value: 32.5 - name: chr-F type: chrf value: 0.58858 - task: name: Translation ces-eng type: translation args: ces-eng dataset: name: newstest2017 type: wmt-2017-news args: ces-eng metrics: - name: BLEU type: bleu value: 29.0 - name: chr-F type: chrf value: 0.55759 - task: name: Translation deu-eng type: translation args: deu-eng dataset: name: newstest2017 type: wmt-2017-news args: deu-eng metrics: - name: BLEU type: bleu value: 34.8 - name: chr-F type: chrf value: 0.60252 - task: name: Translation eng-deu type: translation args: eng-deu dataset: name: newstest2017 type: wmt-2017-news args: eng-deu metrics: - name: BLEU type: bleu value: 28.7 - name: chr-F type: chrf value: 0.57779 - 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: 20.2 - name: chr-F type: chrf value: 0.51103 - 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: 36.1 - name: chr-F type: chrf value: 0.61663 - 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: 29.6 - name: chr-F type: chrf value: 0.56663 - 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: 41.8 - name: chr-F type: chrf value: 0.65768 - 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: 43.5 - name: chr-F type: chrf value: 0.67590 - 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: 31.5 - name: chr-F type: chrf value: 0.58427 - 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: 23.8 - name: chr-F type: chrf value: 0.53405 - 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: 37.7 - name: chr-F type: chrf value: 0.62158 - 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: 34.4 - name: chr-F type: chrf value: 0.61819 - 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: 39.8 - name: chr-F type: chrf value: 0.64640 - 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: 27.6 - name: chr-F type: chrf value: 0.59291 - 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: 22.5 - name: chr-F type: chrf value: 0.51165 - task: name: Translation lit-eng type: translation args: lit-eng dataset: name: newstest2019 type: wmt-2019-news args: lit-eng metrics: - name: BLEU type: bleu value: 29.1 - name: chr-F type: chrf value: 0.58019 - 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: 37.8 - name: chr-F type: chrf value: 0.62499 - 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: 30.9 - name: chr-F type: chrf value: 0.56495 - 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: 31.6 - name: chr-F type: chrf value: 0.59211 - 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: 30.2 - name: chr-F type: chrf value: 0.58436 - 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: 26.6 - name: chr-F type: chrf value: 0.59478 - 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: 27.7 - name: chr-F type: chrf value: 0.56674 - task: name: Translation pus-eng type: translation args: pus-eng dataset: name: newstest2020 type: wmt-2020-news args: pus-eng metrics: - name: BLEU type: bleu value: 10.8 - name: chr-F type: chrf value: 0.37276 - 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: 33.6 - name: chr-F type: chrf value: 0.62387 - 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: 25.6 - name: chr-F type: chrf value: 0.54943 - 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: 30.5 - name: chr-F type: chrf value: 0.58675 - 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: 30.0 - name: chr-F type: chrf value: 0.57690 - 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: 24.9 - name: chr-F type: chrf value: 0.55381 - 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: 37.2 - name: chr-F type: chrf value: 0.63942 - 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: 29.2 - name: chr-F type: chrf value: 0.53701 - 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: 33.7 - name: chr-F type: chrf value: 0.60760 --- # opus-mt-tc-bible-big-ine-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 Indo-European languages (ine) to unknown (deu+eng+fra+por+spa). 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): acf afr aln ang anp arg asm ast awa bal bar bel ben bho bis bos bpy bre bul bzj cat cbk ces chu ckb cnr cor cos crs csb cym dan deu diq div djk drt dsb dty egl ell eng enm ext fao fas fra frm fro frp frr fry fur gbm gcf gla gle glg glk glv gos got grc gsw guj hat hbs hif hin hne hns hrv hrx hsb hwc hye hyw icr isl ita jam jdt kas kea kmr kok kri ksh kur lad lah lat lav lij lim lit lld lmo lou lrc ltz mag mai mar mfe mkd mol mwl mzn nap nds nep nld nno nob non nor npi oci ofs ori orv osp oss pal pan pap pcd pcm pdc pes pfl pih pis pli pms pnt pol por prg prs pus rhg rmy roh rom ron rop rue rup rus san scn sco sdh sgs sin skr slk slv snd spa sqi srd srm srn srp stq swe swg syl szl tcs tgk tly tpi ukr urd vec vls wae wln xcl yid zea 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/ine-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/ine-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)). ## 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-ine-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-ine-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/ine-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/ine-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/ine-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/ine-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 | 0.68516 | 48.8 | 1583 | 9105 | | afr-eng | tatoeba-test-v2021-08-07 | 0.73535 | 60.8 | 1374 | 9622 | | afr-spa | tatoeba-test-v2021-08-07 | 0.72814 | 57.6 | 448 | 2783 | | awa-eng | tatoeba-test-v2021-08-07 | 0.62154 | 42.4 | 279 | 1335 | | bel-deu | tatoeba-test-v2021-08-07 | 0.65145 | 44.1 | 551 | 4182 | | bel-eng | tatoeba-test-v2021-08-07 | 0.62648 | 44.8 | 2500 | 18571 | | bel-fra | tatoeba-test-v2021-08-07 | 0.66291 | 47.4 | 283 | 2005 | | bel-spa | tatoeba-test-v2021-08-07 | 0.66644 | 46.5 | 205 | 1412 | | ben-eng | tatoeba-test-v2021-08-07 | 0.62742 | 46.1 | 2500 | 13978 | | bos_Latn-eng | tatoeba-test-v2021-08-07 | 0.76603 | 62.5 | 301 | 1826 | | bre-eng | tatoeba-test-v2021-08-07 | 0.47135 | 26.2 | 383 | 2065 | | bul-deu | tatoeba-test-v2021-08-07 | 0.68593 | 49.1 | 314 | 2224 | | bul-eng | tatoeba-test-v2021-08-07 | 0.69980 | 55.5 | 10000 | 71872 | | bul-fra | tatoeba-test-v2021-08-07 | 0.69233 | 52.4 | 446 | 3669 | | bul-spa | tatoeba-test-v2021-08-07 | 0.66731 | 49.2 | 286 | 1783 | | cat-deu | tatoeba-test-v2021-08-07 | 0.65296 | 45.7 | 723 | 5676 | | cat-eng | tatoeba-test-v2021-08-07 | 0.70714 | 55.6 | 1631 | 12627 | | cat-fra | tatoeba-test-v2021-08-07 | 0.71112 | 53.7 | 700 | 5664 | | cat-por | tatoeba-test-v2021-08-07 | 0.74022 | 56.3 | 747 | 6119 | | cat-spa | tatoeba-test-v2021-08-07 | 0.85238 | 74.0 | 1534 | 12094 | | ces-deu | tatoeba-test-v2021-08-07 | 0.68073 | 50.1 | 3490 | 27155 | | ces-eng | tatoeba-test-v2021-08-07 | 0.68902 | 53.6 | 13824 | 105010 | | ces-fra | tatoeba-test-v2021-08-07 | 0.70071 | 53.5 | 438 | 3346 | | ces-spa | tatoeba-test-v2021-08-07 | 0.69957 | 52.5 | 1807 | 12716 | | cym-eng | tatoeba-test-v2021-08-07 | 0.65153 | 47.5 | 818 | 5563 | | dan-deu | tatoeba-test-v2021-08-07 | 0.72320 | 53.7 | 9998 | 76055 | | dan-eng | tatoeba-test-v2021-08-07 | 0.75679 | 62.3 | 10795 | 79684 | | dan-fra | tatoeba-test-v2021-08-07 | 0.76077 | 61.8 | 1731 | 11882 | | dan-por | tatoeba-test-v2021-08-07 | 0.76460 | 58.8 | 873 | 5360 | | dan-spa | tatoeba-test-v2021-08-07 | 0.71685 | 53.8 | 5000 | 35528 | | deu-deu | tatoeba-test-v2021-08-07 | 0.60029 | 37.6 | 2500 | 20806 | | deu-eng | tatoeba-test-v2021-08-07 | 0.65647 | 48.4 | 17565 | 149462 | | deu-fra | tatoeba-test-v2021-08-07 | 0.66811 | 48.7 | 12418 | 102721 | | deu-por | tatoeba-test-v2021-08-07 | 0.62766 | 42.2 | 10000 | 81482 | | deu-spa | tatoeba-test-v2021-08-07 | 0.67276 | 48.2 | 10521 | 82570 | | dsb-deu | tatoeba-test-v2021-08-07 | 0.55993 | 34.5 | 640 | 4469 | | ell-deu | tatoeba-test-v2021-08-07 | 0.68199 | 51.9 | 2500 | 17025 | | ell-eng | tatoeba-test-v2021-08-07 | 0.76316 | 63.6 | 10899 | 68682 | | ell-fra | tatoeba-test-v2021-08-07 | 0.74291 | 59.1 | 1506 | 9726 | | ell-por | tatoeba-test-v2021-08-07 | 0.69593 | 50.0 | 885 | 5196 | | ell-spa | tatoeba-test-v2021-08-07 | 0.64482 | 47.9 | 1829 | 10828 | | eng-deu | tatoeba-test-v2021-08-07 | 0.61606 | 39.7 | 17565 | 151568 | | eng-eng | tatoeba-test-v2021-08-07 | 0.82285 | 65.4 | 12062 | 115106 | | eng-fra | tatoeba-test-v2021-08-07 | 0.67435 | 49.4 | 12681 | 106378 | | eng-por | tatoeba-test-v2021-08-07 | 0.70975 | 51.9 | 13222 | 105265 | | eng-spa | tatoeba-test-v2021-08-07 | 0.71497 | 53.9 | 16583 | 134710 | | fao-eng | tatoeba-test-v2021-08-07 | 0.55253 | 40.1 | 294 | 1984 | | fas-deu | tatoeba-test-v2021-08-07 | 0.57907 | 34.2 | 3185 | 25590 | | fas-eng | tatoeba-test-v2021-08-07 | 0.58280 | 39.2 | 3762 | 31480 | | fas-fra | tatoeba-test-v2021-08-07 | 0.57554 | 35.7 | 376 | 3377 | | fra-deu | tatoeba-test-v2021-08-07 | 0.67258 | 47.6 | 12418 | 100545 | | fra-eng | tatoeba-test-v2021-08-07 | 0.71355 | 56.3 | 12681 | 101754 | | fra-fra | tatoeba-test-v2021-08-07 | 0.63538 | 43.9 | 1000 | 7757 | | fra-por | tatoeba-test-v2021-08-07 | 0.69703 | 50.7 | 10518 | 77650 | | fra-spa | tatoeba-test-v2021-08-07 | 0.71014 | 53.3 | 10294 | 78406 | | fry-eng | tatoeba-test-v2021-08-07 | 0.55802 | 37.9 | 220 | 1573 | | gla-eng | tatoeba-test-v2021-08-07 | 0.44054 | 27.0 | 955 | 6611 | | gla-spa | tatoeba-test-v2021-08-07 | 0.44549 | 23.0 | 289 | 1608 | | gle-eng | tatoeba-test-v2021-08-07 | 0.63566 | 48.1 | 1913 | 11190 | | glg-eng | tatoeba-test-v2021-08-07 | 0.69249 | 54.1 | 1015 | 8421 | | glg-por | tatoeba-test-v2021-08-07 | 0.76777 | 61.5 | 433 | 3105 | | glg-spa | tatoeba-test-v2021-08-07 | 0.80359 | 68.8 | 2121 | 17443 | | gos-deu | tatoeba-test-v2021-08-07 | 0.44004 | 17.2 | 207 | 1168 | | gos-eng | tatoeba-test-v2021-08-07 | 0.37952 | 20.8 | 1154 | 5635 | | gsw-eng | tatoeba-test-v2021-08-07 | 0.48360 | 32.5 | 205 | 990 | | hbs-deu | tatoeba-test-v2021-08-07 | 0.68769 | 50.7 | 1959 | 15559 | | hbs-eng | tatoeba-test-v2021-08-07 | 0.68956 | 54.9 | 10017 | 68934 | | hbs-fra | tatoeba-test-v2021-08-07 | 0.66551 | 47.0 | 474 | 3370 | | hbs-spa | tatoeba-test-v2021-08-07 | 0.70241 | 53.4 | 607 | 3766 | | hin-eng | tatoeba-test-v2021-08-07 | 0.64048 | 47.1 | 5000 | 33943 | | hrv-deu | tatoeba-test-v2021-08-07 | 0.66676 | 48.9 | 782 | 5734 | | hrv-eng | tatoeba-test-v2021-08-07 | 0.71884 | 56.8 | 1480 | 10620 | | hrv-fra | tatoeba-test-v2021-08-07 | 0.62438 | 42.3 | 258 | 1943 | | hrv-spa | tatoeba-test-v2021-08-07 | 0.68433 | 52.9 | 254 | 1702 | | hsb-deu | tatoeba-test-v2021-08-07 | 0.61176 | 40.9 | 666 | 4818 | | hye-eng | tatoeba-test-v2021-08-07 | 0.50806 | 29.0 | 1121 | 5066 | | isl-deu | tatoeba-test-v2021-08-07 | 0.66238 | 47.4 | 969 | 6279 | | isl-eng | tatoeba-test-v2021-08-07 | 0.64466 | 48.1 | 2503 | 19788 | | isl-spa | tatoeba-test-v2021-08-07 | 0.61980 | 42.5 | 238 | 1229 | | ita-deu | tatoeba-test-v2021-08-07 | 0.67198 | 47.8 | 10094 | 79762 | | ita-eng | tatoeba-test-v2021-08-07 | 0.79538 | 68.3 | 17320 | 119214 | | ita-fra | tatoeba-test-v2021-08-07 | 0.76540 | 62.7 | 10091 | 66377 | | ita-por | tatoeba-test-v2021-08-07 | 0.73006 | 54.1 | 3066 | 25668 | | ita-spa | tatoeba-test-v2021-08-07 | 0.76476 | 61.0 | 5000 | 34937 | | kur_Latn-deu | tatoeba-test-v2021-08-07 | 0.38732 | 23.8 | 223 | 1323 | | kur_Latn-eng | tatoeba-test-v2021-08-07 | 0.39058 | 22.8 | 290 | 1708 | | lad-deu | tatoeba-test-v2021-08-07 | 0.40264 | 10.1 | 220 | 1175 | | lad-eng | tatoeba-test-v2021-08-07 | 0.47244 | 26.5 | 768 | 4184 | | lad-spa | tatoeba-test-v2021-08-07 | 0.51096 | 26.7 | 276 | 1448 | | lad_Latn-eng | tatoeba-test-v2021-08-07 | 0.53303 | 37.2 | 672 | 3665 | | lad_Latn-spa | tatoeba-test-v2021-08-07 | 0.59686 | 42.3 | 239 | 1239 | | lat-deu | tatoeba-test-v2021-08-07 | 0.42426 | 25.2 | 2016 | 13326 | | lat-eng | tatoeba-test-v2021-08-07 | 0.41822 | 23.5 | 10298 | 100152 | | lat-spa | tatoeba-test-v2021-08-07 | 0.44259 | 23.3 | 3129 | 34036 | | lav-eng | tatoeba-test-v2021-08-07 | 0.70077 | 55.0 | 1631 | 11213 | | lit-deu | tatoeba-test-v2021-08-07 | 0.65720 | 46.5 | 1115 | 8531 | | lit-eng | tatoeba-test-v2021-08-07 | 0.71630 | 57.3 | 2528 | 17855 | | lit-spa | tatoeba-test-v2021-08-07 | 0.67909 | 50.9 | 454 | 2751 | | ltz-deu | tatoeba-test-v2021-08-07 | 0.63420 | 47.0 | 347 | 2208 | | ltz-eng | tatoeba-test-v2021-08-07 | 0.64228 | 53.6 | 293 | 1840 | | mar-eng | tatoeba-test-v2021-08-07 | 0.64526 | 47.0 | 10396 | 67527 | | mkd-eng | tatoeba-test-v2021-08-07 | 0.66313 | 52.4 | 10010 | 65667 | | mkd-spa | tatoeba-test-v2021-08-07 | 0.71066 | 55.7 | 217 | 1121 | | nds-deu | tatoeba-test-v2021-08-07 | 0.66221 | 47.6 | 9999 | 74564 | | nds-eng | tatoeba-test-v2021-08-07 | 0.61480 | 44.4 | 2500 | 17589 | | nds-fra | tatoeba-test-v2021-08-07 | 0.61459 | 45.9 | 857 | 5676 | | nds-por | tatoeba-test-v2021-08-07 | 0.60646 | 41.8 | 207 | 1256 | | nds-spa | tatoeba-test-v2021-08-07 | 0.63982 | 44.6 | 923 | 5540 | | nld-deu | tatoeba-test-v2021-08-07 | 0.72111 | 54.8 | 10218 | 74131 | | nld-eng | tatoeba-test-v2021-08-07 | 0.73199 | 59.3 | 12696 | 89978 | | nld-fra | tatoeba-test-v2021-08-07 | 0.67269 | 46.7 | 11548 | 82974 | | nld-por | tatoeba-test-v2021-08-07 | 0.68204 | 48.9 | 2500 | 17326 | | nld-spa | tatoeba-test-v2021-08-07 | 0.69314 | 51.0 | 10113 | 74981 | | nno-eng | tatoeba-test-v2021-08-07 | 0.69230 | 55.8 | 460 | 3524 | | nob-deu | tatoeba-test-v2021-08-07 | 0.68483 | 48.8 | 3525 | 33592 | | nob-eng | tatoeba-test-v2021-08-07 | 0.71685 | 57.4 | 4539 | 36823 | | nob-fra | tatoeba-test-v2021-08-07 | 0.70312 | 52.6 | 323 | 2269 | | nob-spa | tatoeba-test-v2021-08-07 | 0.73880 | 56.2 | 885 | 6866 | | nor-deu | tatoeba-test-v2021-08-07 | 0.68518 | 48.9 | 3651 | 34575 | | nor-eng | tatoeba-test-v2021-08-07 | 0.71465 | 57.3 | 5000 | 40355 | | nor-fra | tatoeba-test-v2021-08-07 | 0.71415 | 55.2 | 477 | 3213 | | nor-por | tatoeba-test-v2021-08-07 | 0.67705 | 45.8 | 481 | 4182 | | nor-spa | tatoeba-test-v2021-08-07 | 0.73721 | 56.0 | 960 | 7311 | | oci-eng | tatoeba-test-v2021-08-07 | 0.41564 | 22.9 | 841 | 5299 | | oci-fra | tatoeba-test-v2021-08-07 | 0.47832 | 27.0 | 806 | 6302 | | pes-eng | tatoeba-test-v2021-08-07 | 0.58486 | 39.7 | 3757 | 31411 | | pms-eng | tatoeba-test-v2021-08-07 | 0.39772 | 20.2 | 269 | 2059 | | pol-deu | tatoeba-test-v2021-08-07 | 0.66592 | 47.9 | 5000 | 37421 | | pol-eng | tatoeba-test-v2021-08-07 | 0.67680 | 51.8 | 10099 | 75766 | | pol-fra | tatoeba-test-v2021-08-07 | 0.65788 | 47.7 | 3087 | 24257 | | pol-por | tatoeba-test-v2021-08-07 | 0.64124 | 43.1 | 705 | 5063 | | pol-spa | tatoeba-test-v2021-08-07 | 0.65488 | 46.9 | 2544 | 18113 | | por-deu | tatoeba-test-v2021-08-07 | 0.66941 | 46.8 | 10000 | 81246 | | por-eng | tatoeba-test-v2021-08-07 | 0.75755 | 62.4 | 13222 | 105351 | | por-fra | tatoeba-test-v2021-08-07 | 0.74773 | 58.6 | 10518 | 80459 | | por-por | tatoeba-test-v2021-08-07 | 0.72256 | 51.8 | 2500 | 19220 | | por-spa | tatoeba-test-v2021-08-07 | 0.78598 | 63.6 | 10947 | 87335 | | ron-deu | tatoeba-test-v2021-08-07 | 0.67249 | 49.1 | 1141 | 7893 | | ron-eng | tatoeba-test-v2021-08-07 | 0.71740 | 57.3 | 5508 | 40717 | | ron-fra | tatoeba-test-v2021-08-07 | 0.69777 | 53.0 | 1925 | 13347 | | ron-por | tatoeba-test-v2021-08-07 | 0.72413 | 53.5 | 681 | 4593 | | ron-spa | tatoeba-test-v2021-08-07 | 0.72960 | 56.3 | 1959 | 12679 | | rus-deu | tatoeba-test-v2021-08-07 | 0.67364 | 48.2 | 12800 | 98842 | | rus-eng | tatoeba-test-v2021-08-07 | 0.68851 | 53.7 | 19425 | 147872 | | rus-fra | tatoeba-test-v2021-08-07 | 0.66299 | 49.1 | 11490 | 80579 | | rus-por | tatoeba-test-v2021-08-07 | 0.64106 | 43.4 | 10000 | 74713 | | rus-spa | tatoeba-test-v2021-08-07 | 0.67610 | 49.1 | 10506 | 75246 | | slv-deu | tatoeba-test-v2021-08-07 | 0.72746 | 55.2 | 492 | 3003 | | slv-eng | tatoeba-test-v2021-08-07 | 0.70580 | 55.4 | 2495 | 16940 | | slv-fra | tatoeba-test-v2021-08-07 | 0.61642 | 43.0 | 448 | 3792 | | sqi-eng | tatoeba-test-v2021-08-07 | 0.71252 | 56.5 | 1109 | 8129 | | srp_Cyrl-eng | tatoeba-test-v2021-08-07 | 0.65934 | 52.0 | 1580 | 10181 | | swe-deu | tatoeba-test-v2021-08-07 | 0.70356 | 53.5 | 3410 | 23494 | | swe-eng | tatoeba-test-v2021-08-07 | 0.74751 | 62.7 | 10362 | 68513 | | swe-fra | tatoeba-test-v2021-08-07 | 0.71714 | 56.7 | 1407 | 9580 | | swe-por | tatoeba-test-v2021-08-07 | 0.68849 | 48.7 | 320 | 2032 | | swe-spa | tatoeba-test-v2021-08-07 | 0.70160 | 53.3 | 1351 | 8235 | | ukr-deu | tatoeba-test-v2021-08-07 | 0.68602 | 50.8 | 10319 | 64646 | | ukr-eng | tatoeba-test-v2021-08-07 | 0.68162 | 52.4 | 13127 | 88607 | | ukr-fra | tatoeba-test-v2021-08-07 | 0.66118 | 48.4 | 10035 | 63227 | | ukr-por | tatoeba-test-v2021-08-07 | 0.65923 | 46.6 | 3372 | 21315 | | ukr-spa | tatoeba-test-v2021-08-07 | 0.67601 | 49.7 | 10115 | 59284 | | urd-eng | tatoeba-test-v2021-08-07 | 0.52376 | 33.0 | 1663 | 12029 | | yid-eng | tatoeba-test-v2021-08-07 | 0.43640 | 19.1 | 2483 | 15452 | | yid-fra | tatoeba-test-v2021-08-07 | 0.43410 | 20.2 | 384 | 2455 | | afr-deu | flores101-devtest | 0.57090 | 27.9 | 1012 | 25094 | | afr-eng | flores101-devtest | 0.73127 | 52.4 | 1012 | 24721 | | afr-fra | flores101-devtest | 0.60726 | 34.8 | 1012 | 28343 | | afr-por | flores101-devtest | 0.60399 | 34.4 | 1012 | 26519 | | afr-spa | flores101-devtest | 0.50655 | 22.1 | 1012 | 29199 | | ast-fra | flores101-devtest | 0.56575 | 30.8 | 1012 | 28343 | | ast-por | flores101-devtest | 0.56438 | 30.4 | 1012 | 26519 | | ast-spa | flores101-devtest | 0.49455 | 21.1 | 1012 | 29199 | | bel-deu | flores101-devtest | 0.46177 | 11.8 | 1012 | 25094 | | bel-eng | flores101-devtest | 0.49344 | 15.6 | 1012 | 24721 | | bel-fra | flores101-devtest | 0.49372 | 16.5 | 1012 | 28343 | | bel-spa | flores101-devtest | 0.44802 | 13.8 | 1012 | 29199 | | ben-eng | flores101-devtest | 0.53648 | 23.9 | 1012 | 24721 | | ben-por | flores101-devtest | 0.48236 | 19.9 | 1012 | 26519 | | bul-por | flores101-devtest | 0.58471 | 30.8 | 1012 | 26519 | | cat-deu | flores101-devtest | 0.56499 | 27.4 | 1012 | 25094 | | cat-eng | flores101-devtest | 0.67443 | 42.3 | 1012 | 24721 | | cat-spa | flores101-devtest | 0.53140 | 24.4 | 1012 | 29199 | | ces-por | flores101-devtest | 0.57503 | 29.9 | 1012 | 26519 | | ces-spa | flores101-devtest | 0.49860 | 21.1 | 1012 | 29199 | | ckb-eng | flores101-devtest | 0.41310 | 15.8 | 1012 | 24721 | | cym-fra | flores101-devtest | 0.54610 | 28.6 | 1012 | 28343 | | dan-por | flores101-devtest | 0.60877 | 34.7 | 1012 | 26519 | | deu-eng | flores101-devtest | 0.65706 | 39.8 | 1012 | 24721 | | fas-fra | flores101-devtest | 0.54336 | 26.8 | 1012 | 28343 | | fra-eng | flores101-devtest | 0.66301 | 41.0 | 1012 | 24721 | | fra-por | flores101-devtest | 0.61592 | 35.7 | 1012 | 26519 | | gle-deu | flores101-devtest | 0.47354 | 17.0 | 1012 | 25094 | | gle-por | flores101-devtest | 0.50115 | 21.7 | 1012 | 26519 | | guj-deu | flores101-devtest | 0.42069 | 13.5 | 1012 | 25094 | | hin-deu | flores101-devtest | 0.49480 | 19.6 | 1012 | 25094 | | hin-eng | flores101-devtest | 0.59392 | 32.6 | 1012 | 24721 | | hrv-por | flores101-devtest | 0.57004 | 29.5 | 1012 | 26519 | | hye-deu | flores101-devtest | 0.47323 | 17.5 | 1012 | 25094 | | hye-eng | flores101-devtest | 0.54450 | 26.3 | 1012 | 24721 | | isl-eng | flores101-devtest | 0.53875 | 28.2 | 1012 | 24721 | | ita-deu | flores101-devtest | 0.54033 | 22.0 | 1012 | 25094 | | ita-fra | flores101-devtest | 0.59488 | 30.6 | 1012 | 28343 | | ita-spa | flores101-devtest | 0.51946 | 22.9 | 1012 | 29199 | | kea-spa | flores101-devtest | 0.46784 | 18.3 | 1012 | 29199 | | lav-por | flores101-devtest | 0.54017 | 24.6 | 1012 | 26519 | | lav-spa | flores101-devtest | 0.48185 | 19.3 | 1012 | 29199 | | lit-deu | flores101-devtest | 0.51261 | 21.4 | 1012 | 25094 | | lit-por | flores101-devtest | 0.53223 | 25.3 | 1012 | 26519 | | ltz-deu | flores101-devtest | 0.58286 | 29.2 | 1012 | 25094 | | ltz-por | flores101-devtest | 0.53241 | 27.0 | 1012 | 26519 | | mar-deu | flores101-devtest | 0.44237 | 14.1 | 1012 | 25094 | | mar-eng | flores101-devtest | 0.52755 | 23.8 | 1012 | 24721 | | mar-por | flores101-devtest | 0.45667 | 18.1 | 1012 | 26519 | | mkd-fra | flores101-devtest | 0.59219 | 32.8 | 1012 | 28343 | | nld-deu | flores101-devtest | 0.52899 | 21.5 | 1012 | 25094 | | nld-eng | flores101-devtest | 0.58230 | 29.8 | 1012 | 24721 | | nob-spa | flores101-devtest | 0.50054 | 21.2 | 1012 | 29199 | | npi-eng | flores101-devtest | 0.53179 | 24.8 | 1012 | 24721 | | npi-spa | flores101-devtest | 0.41165 | 13.6 | 1012 | 29199 | | pan-deu | flores101-devtest | 0.42831 | 13.6 | 1012 | 25094 | | pan-eng | flores101-devtest | 0.51203 | 22.2 | 1012 | 24721 | | pan-fra | flores101-devtest | 0.46357 | 19.2 | 1012 | 28343 | | pan-por | flores101-devtest | 0.44885 | 17.4 | 1012 | 26519 | | pol-deu | flores101-devtest | 0.50973 | 20.1 | 1012 | 25094 | | pol-eng | flores101-devtest | 0.55772 | 25.9 | 1012 | 24721 | | pol-fra | flores101-devtest | 0.54590 | 26.2 | 1012 | 28343 | | pol-spa | flores101-devtest | 0.47816 | 18.9 | 1012 | 29199 | | por-eng | flores101-devtest | 0.69438 | 45.5 | 1012 | 24721 | | por-fra | flores101-devtest | 0.63701 | 38.9 | 1012 | 28343 | | por-spa | flores101-devtest | 0.53216 | 25.0 | 1012 | 29199 | | ron-fra | flores101-devtest | 0.62744 | 36.2 | 1012 | 28343 | | rus-deu | flores101-devtest | 0.53823 | 23.1 | 1012 | 25094 | | rus-eng | flores101-devtest | 0.59829 | 31.7 | 1012 | 24721 | | rus-fra | flores101-devtest | 0.57384 | 29.8 | 1012 | 28343 | | rus-por | flores101-devtest | 0.56082 | 28.0 | 1012 | 26519 | | slk-eng | flores101-devtest | 0.62376 | 34.4 | 1012 | 24721 | | slk-por | flores101-devtest | 0.54486 | 26.6 | 1012 | 26519 | | slk-spa | flores101-devtest | 0.48253 | 20.0 | 1012 | 29199 | | slv-deu | flores101-devtest | 0.54130 | 23.8 | 1012 | 25094 | | slv-fra | flores101-devtest | 0.56838 | 29.2 | 1012 | 28343 | | slv-por | flores101-devtest | 0.55554 | 28.1 | 1012 | 26519 | | spa-deu | flores101-devtest | 0.51807 | 19.5 | 1012 | 25094 | | swe-spa | flores101-devtest | 0.51211 | 22.8 | 1012 | 29199 | | tgk-fra | flores101-devtest | 0.47290 | 19.6 | 1012 | 28343 | | tgk-spa | flores101-devtest | 0.41393 | 14.3 | 1012 | 29199 | | ukr-eng | flores101-devtest | 0.61588 | 34.3 | 1012 | 24721 | | ukr-fra | flores101-devtest | 0.58296 | 31.3 | 1012 | 28343 | | ukr-spa | flores101-devtest | 0.49535 | 21.1 | 1012 | 29199 | | urd-deu | flores101-devtest | 0.44211 | 15.2 | 1012 | 25094 | | afr-deu | flores200-devtest | 0.57712 | 28.7 | 1012 | 25094 | | afr-eng | flores200-devtest | 0.73690 | 53.4 | 1012 | 24721 | | afr-fra | flores200-devtest | 0.61332 | 35.7 | 1012 | 28343 | | afr-por | flores200-devtest | 0.60899 | 35.1 | 1012 | 26519 | | afr-spa | flores200-devtest | 0.50836 | 22.1 | 1012 | 29199 | | asm-eng | flores200-devtest | 0.42432 | 13.4 | 1012 | 24721 | | ast-deu | flores200-devtest | 0.52402 | 23.3 | 1012 | 25094 | | ast-eng | flores200-devtest | 0.60640 | 35.1 | 1012 | 24721 | | ast-fra | flores200-devtest | 0.57060 | 31.5 | 1012 | 28343 | | ast-por | flores200-devtest | 0.56982 | 30.8 | 1012 | 26519 | | ast-spa | flores200-devtest | 0.49452 | 21.1 | 1012 | 29199 | | awa-deu | flores200-devtest | 0.47101 | 16.3 | 1012 | 25094 | | awa-eng | flores200-devtest | 0.55042 | 25.7 | 1012 | 24721 | | awa-fra | flores200-devtest | 0.50230 | 22.1 | 1012 | 28343 | | awa-por | flores200-devtest | 0.49701 | 21.1 | 1012 | 26519 | | awa-spa | flores200-devtest | 0.43913 | 15.7 | 1012 | 29199 | | bel-deu | flores200-devtest | 0.46906 | 12.7 | 1012 | 25094 | | bel-eng | flores200-devtest | 0.49995 | 16.5 | 1012 | 24721 | | bel-fra | flores200-devtest | 0.49987 | 17.1 | 1012 | 28343 | | bel-por | flores200-devtest | 0.48319 | 15.7 | 1012 | 26519 | | bel-spa | flores200-devtest | 0.45393 | 14.4 | 1012 | 29199 | | ben-deu | flores200-devtest | 0.46413 | 16.3 | 1012 | 25094 | | ben-eng | flores200-devtest | 0.54681 | 24.5 | 1012 | 24721 | | ben-fra | flores200-devtest | 0.49843 | 21.9 | 1012 | 28343 | | ben-por | flores200-devtest | 0.49129 | 21.0 | 1012 | 26519 | | ben-spa | flores200-devtest | 0.43310 | 14.9 | 1012 | 29199 | | bho-deu | flores200-devtest | 0.41875 | 12.4 | 1012 | 25094 | | bho-eng | flores200-devtest | 0.48319 | 18.5 | 1012 | 24721 | | bho-fra | flores200-devtest | 0.44504 | 16.1 | 1012 | 28343 | | bho-por | flores200-devtest | 0.43627 | 15.5 | 1012 | 26519 | | bho-spa | flores200-devtest | 0.40189 | 12.6 | 1012 | 29199 | | bul-deu | flores200-devtest | 0.56591 | 26.8 | 1012 | 25094 | | bul-eng | flores200-devtest | 0.64922 | 37.8 | 1012 | 24721 | | bul-fra | flores200-devtest | 0.60386 | 33.3 | 1012 | 28343 | | bul-por | flores200-devtest | 0.59070 | 31.6 | 1012 | 26519 | | bul-spa | flores200-devtest | 0.50968 | 22.2 | 1012 | 29199 | | cat-deu | flores200-devtest | 0.57030 | 27.9 | 1012 | 25094 | | cat-eng | flores200-devtest | 0.67842 | 43.0 | 1012 | 24721 | | cat-fra | flores200-devtest | 0.63034 | 38.1 | 1012 | 28343 | | cat-por | flores200-devtest | 0.62567 | 37.3 | 1012 | 26519 | | cat-spa | flores200-devtest | 0.53260 | 24.5 | 1012 | 29199 | | ces-deu | flores200-devtest | 0.56613 | 27.1 | 1012 | 25094 | | ces-eng | flores200-devtest | 0.63574 | 36.5 | 1012 | 24721 | | ces-fra | flores200-devtest | 0.59573 | 32.8 | 1012 | 28343 | | ces-por | flores200-devtest | 0.58096 | 30.9 | 1012 | 26519 | | ces-spa | flores200-devtest | 0.50295 | 21.6 | 1012 | 29199 | | ckb-eng | flores200-devtest | 0.43075 | 16.7 | 1012 | 24721 | | ckb-fra | flores200-devtest | 0.41038 | 15.7 | 1012 | 28343 | | cym-deu | flores200-devtest | 0.51003 | 22.0 | 1012 | 25094 | | cym-eng | flores200-devtest | 0.67808 | 45.7 | 1012 | 24721 | | cym-fra | flores200-devtest | 0.55779 | 29.9 | 1012 | 28343 | | cym-por | flores200-devtest | 0.53930 | 27.9 | 1012 | 26519 | | cym-spa | flores200-devtest | 0.47129 | 19.6 | 1012 | 29199 | | dan-deu | flores200-devtest | 0.59897 | 30.7 | 1012 | 25094 | | dan-eng | flores200-devtest | 0.70142 | 46.2 | 1012 | 24721 | | dan-fra | flores200-devtest | 0.62669 | 37.1 | 1012 | 28343 | | dan-por | flores200-devtest | 0.61338 | 35.3 | 1012 | 26519 | | dan-spa | flores200-devtest | 0.52360 | 24.2 | 1012 | 29199 | | deu-eng | flores200-devtest | 0.66096 | 40.3 | 1012 | 24721 | | deu-fra | flores200-devtest | 0.61562 | 35.4 | 1012 | 28343 | | deu-por | flores200-devtest | 0.59775 | 33.3 | 1012 | 26519 | | deu-spa | flores200-devtest | 0.51787 | 23.3 | 1012 | 29199 | | ell-deu | flores200-devtest | 0.52003 | 22.0 | 1012 | 25094 | | ell-eng | flores200-devtest | 0.59074 | 31.6 | 1012 | 24721 | | ell-fra | flores200-devtest | 0.56636 | 29.9 | 1012 | 28343 | | ell-por | flores200-devtest | 0.54903 | 27.2 | 1012 | 26519 | | ell-spa | flores200-devtest | 0.48701 | 20.4 | 1012 | 29199 | | eng-deu | flores200-devtest | 0.63747 | 36.8 | 1012 | 25094 | | eng-fra | flores200-devtest | 0.69505 | 47.2 | 1012 | 28343 | | eng-por | flores200-devtest | 0.69743 | 47.3 | 1012 | 26519 | | eng-spa | flores200-devtest | 0.54954 | 26.6 | 1012 | 29199 | | fao-deu | flores200-devtest | 0.42943 | 16.3 | 1012 | 25094 | | fao-eng | flores200-devtest | 0.46227 | 22.9 | 1012 | 24721 | | fao-fra | flores200-devtest | 0.41404 | 18.3 | 1012 | 28343 | | fao-por | flores200-devtest | 0.41850 | 17.6 | 1012 | 26519 | | fra-deu | flores200-devtest | 0.57718 | 28.2 | 1012 | 25094 | | fra-eng | flores200-devtest | 0.66534 | 41.4 | 1012 | 24721 | | fra-por | flores200-devtest | 0.61987 | 36.2 | 1012 | 26519 | | fra-spa | flores200-devtest | 0.52646 | 24.1 | 1012 | 29199 | | fur-deu | flores200-devtest | 0.50429 | 20.5 | 1012 | 25094 | | fur-eng | flores200-devtest | 0.58954 | 32.0 | 1012 | 24721 | | fur-fra | flores200-devtest | 0.55699 | 28.6 | 1012 | 28343 | | fur-por | flores200-devtest | 0.54977 | 27.9 | 1012 | 26519 | | fur-spa | flores200-devtest | 0.47550 | 19.0 | 1012 | 29199 | | gla-eng | flores200-devtest | 0.43561 | 16.2 | 1012 | 24721 | | gla-fra | flores200-devtest | 0.41770 | 15.3 | 1012 | 28343 | | gla-por | flores200-devtest | 0.40473 | 14.7 | 1012 | 26519 | | gle-deu | flores200-devtest | 0.48622 | 18.1 | 1012 | 25094 | | gle-eng | flores200-devtest | 0.58337 | 30.7 | 1012 | 24721 | | gle-fra | flores200-devtest | 0.52798 | 24.6 | 1012 | 28343 | | gle-por | flores200-devtest | 0.51712 | 23.6 | 1012 | 26519 | | gle-spa | flores200-devtest | 0.45954 | 18.1 | 1012 | 29199 | | glg-deu | flores200-devtest | 0.56174 | 25.8 | 1012 | 25094 | | glg-eng | flores200-devtest | 0.65391 | 38.4 | 1012 | 24721 | | glg-fra | flores200-devtest | 0.61762 | 35.7 | 1012 | 28343 | | glg-por | flores200-devtest | 0.60170 | 32.9 | 1012 | 26519 | | glg-spa | flores200-devtest | 0.53214 | 24.3 | 1012 | 29199 | | guj-deu | flores200-devtest | 0.43101 | 14.2 | 1012 | 25094 | | guj-eng | flores200-devtest | 0.55857 | 26.4 | 1012 | 24721 | | guj-fra | flores200-devtest | 0.47047 | 19.8 | 1012 | 28343 | | guj-por | flores200-devtest | 0.45641 | 18.5 | 1012 | 26519 | | guj-spa | flores200-devtest | 0.42457 | 14.5 | 1012 | 29199 | | hat-deu | flores200-devtest | 0.49247 | 19.2 | 1012 | 25094 | | hat-eng | flores200-devtest | 0.58655 | 31.7 | 1012 | 24721 | | hat-fra | flores200-devtest | 0.60736 | 34.2 | 1012 | 28343 | | hat-por | flores200-devtest | 0.54733 | 27.3 | 1012 | 26519 | | hat-spa | flores200-devtest | 0.46963 | 17.9 | 1012 | 29199 | | hin-deu | flores200-devtest | 0.50305 | 20.3 | 1012 | 25094 | | hin-eng | flores200-devtest | 0.60811 | 34.0 | 1012 | 24721 | | hin-fra | flores200-devtest | 0.53919 | 25.9 | 1012 | 28343 | | hin-por | flores200-devtest | 0.53151 | 25.6 | 1012 | 26519 | | hin-spa | flores200-devtest | 0.46051 | 17.4 | 1012 | 29199 | | hne-deu | flores200-devtest | 0.48386 | 18.4 | 1012 | 25094 | | hne-eng | flores200-devtest | 0.59671 | 32.3 | 1012 | 24721 | | hne-fra | flores200-devtest | 0.52013 | 24.5 | 1012 | 28343 | | hne-por | flores200-devtest | 0.51345 | 23.8 | 1012 | 26519 | | hne-spa | flores200-devtest | 0.44481 | 16.3 | 1012 | 29199 | | hrv-deu | flores200-devtest | 0.55524 | 26.0 | 1012 | 25094 | | hrv-eng | flores200-devtest | 0.61977 | 34.9 | 1012 | 24721 | | hrv-fra | flores200-devtest | 0.59318 | 32.7 | 1012 | 28343 | | hrv-por | flores200-devtest | 0.57603 | 30.2 | 1012 | 26519 | | hrv-spa | flores200-devtest | 0.50242 | 21.5 | 1012 | 29199 | | hye-deu | flores200-devtest | 0.48676 | 19.2 | 1012 | 25094 | | hye-eng | flores200-devtest | 0.55729 | 27.0 | 1012 | 24721 | | hye-fra | flores200-devtest | 0.52152 | 25.2 | 1012 | 28343 | | hye-por | flores200-devtest | 0.51026 | 23.3 | 1012 | 26519 | | hye-spa | flores200-devtest | 0.45459 | 17.8 | 1012 | 29199 | | isl-deu | flores200-devtest | 0.48677 | 20.5 | 1012 | 25094 | | isl-eng | flores200-devtest | 0.54804 | 29.1 | 1012 | 24721 | | isl-fra | flores200-devtest | 0.51362 | 25.0 | 1012 | 28343 | | isl-por | flores200-devtest | 0.50201 | 23.8 | 1012 | 26519 | | isl-spa | flores200-devtest | 0.44801 | 17.5 | 1012 | 29199 | | ita-deu | flores200-devtest | 0.54589 | 22.9 | 1012 | 25094 | | ita-eng | flores200-devtest | 0.60660 | 30.9 | 1012 | 24721 | | ita-fra | flores200-devtest | 0.59811 | 31.0 | 1012 | 28343 | | ita-por | flores200-devtest | 0.57808 | 28.4 | 1012 | 26519 | | ita-spa | flores200-devtest | 0.52244 | 23.3 | 1012 | 29199 | | kea-deu | flores200-devtest | 0.48107 | 19.2 | 1012 | 25094 | | kea-eng | flores200-devtest | 0.59570 | 34.5 | 1012 | 24721 | | kea-fra | flores200-devtest | 0.53683 | 26.8 | 1012 | 28343 | | kea-por | flores200-devtest | 0.57642 | 30.3 | 1012 | 26519 | | kea-spa | flores200-devtest | 0.47048 | 18.6 | 1012 | 29199 | | lij-deu | flores200-devtest | 0.49270 | 19.4 | 1012 | 25094 | | lij-eng | flores200-devtest | 0.58369 | 30.8 | 1012 | 24721 | | lij-fra | flores200-devtest | 0.55002 | 28.6 | 1012 | 28343 | | lij-por | flores200-devtest | 0.54155 | 26.7 | 1012 | 26519 | | lij-spa | flores200-devtest | 0.46656 | 18.7 | 1012 | 29199 | | lim-deu | flores200-devtest | 0.44183 | 15.0 | 1012 | 25094 | | lim-eng | flores200-devtest | 0.46674 | 20.3 | 1012 | 24721 | | lim-fra | flores200-devtest | 0.43685 | 17.8 | 1012 | 28343 | | lim-por | flores200-devtest | 0.42699 | 16.3 | 1012 | 26519 | | lit-deu | flores200-devtest | 0.51669 | 21.9 | 1012 | 25094 | | lit-eng | flores200-devtest | 0.57849 | 30.5 | 1012 | 24721 | | lit-fra | flores200-devtest | 0.55896 | 29.0 | 1012 | 28343 | | lit-por | flores200-devtest | 0.53960 | 26.3 | 1012 | 26519 | | lit-spa | flores200-devtest | 0.48120 | 19.7 | 1012 | 29199 | | lmo-deu | flores200-devtest | 0.44732 | 14.2 | 1012 | 25094 | | lmo-eng | flores200-devtest | 0.51710 | 23.3 | 1012 | 24721 | | lmo-fra | flores200-devtest | 0.49129 | 21.5 | 1012 | 28343 | | lmo-por | flores200-devtest | 0.49153 | 21.4 | 1012 | 26519 | | lmo-spa | flores200-devtest | 0.43363 | 15.4 | 1012 | 29199 | | ltz-deu | flores200-devtest | 0.58897 | 29.8 | 1012 | 25094 | | ltz-eng | flores200-devtest | 0.62250 | 36.2 | 1012 | 24721 | | ltz-fra | flores200-devtest | 0.57460 | 31.6 | 1012 | 28343 | | ltz-por | flores200-devtest | 0.53674 | 27.1 | 1012 | 26519 | | ltz-spa | flores200-devtest | 0.46048 | 18.8 | 1012 | 29199 | | mag-deu | flores200-devtest | 0.49176 | 18.9 | 1012 | 25094 | | mag-eng | flores200-devtest | 0.59691 | 32.2 | 1012 | 24721 | | mag-fra | flores200-devtest | 0.52068 | 24.1 | 1012 | 28343 | | mag-por | flores200-devtest | 0.52006 | 23.8 | 1012 | 26519 | | mag-spa | flores200-devtest | 0.44945 | 16.5 | 1012 | 29199 | | mai-deu | flores200-devtest | 0.46893 | 16.5 | 1012 | 25094 | | mai-eng | flores200-devtest | 0.56282 | 27.7 | 1012 | 24721 | | mai-fra | flores200-devtest | 0.50286 | 22.2 | 1012 | 28343 | | mai-por | flores200-devtest | 0.49523 | 21.6 | 1012 | 26519 | | mai-spa | flores200-devtest | 0.44271 | 15.9 | 1012 | 29199 | | mar-deu | flores200-devtest | 0.44712 | 14.8 | 1012 | 25094 | | mar-eng | flores200-devtest | 0.54222 | 25.4 | 1012 | 24721 | | mar-fra | flores200-devtest | 0.47383 | 19.6 | 1012 | 28343 | | mar-por | flores200-devtest | 0.46593 | 18.7 | 1012 | 26519 | | mar-spa | flores200-devtest | 0.41912 | 14.0 | 1012 | 29199 | | mkd-deu | flores200-devtest | 0.56267 | 26.8 | 1012 | 25094 | | mkd-eng | flores200-devtest | 0.64902 | 38.8 | 1012 | 24721 | | mkd-fra | flores200-devtest | 0.60051 | 33.9 | 1012 | 28343 | | mkd-por | flores200-devtest | 0.59197 | 32.9 | 1012 | 26519 | | mkd-spa | flores200-devtest | 0.50972 | 22.8 | 1012 | 29199 | | nld-deu | flores200-devtest | 0.53072 | 21.8 | 1012 | 25094 | | nld-eng | flores200-devtest | 0.58671 | 30.5 | 1012 | 24721 | | nld-fra | flores200-devtest | 0.55677 | 27.5 | 1012 | 28343 | | nld-por | flores200-devtest | 0.53989 | 25.6 | 1012 | 26519 | | nld-spa | flores200-devtest | 0.48443 | 19.5 | 1012 | 29199 | | nno-deu | flores200-devtest | 0.56707 | 27.3 | 1012 | 25094 | | nno-eng | flores200-devtest | 0.67683 | 43.2 | 1012 | 24721 | | nno-fra | flores200-devtest | 0.59829 | 34.3 | 1012 | 28343 | | nno-por | flores200-devtest | 0.58723 | 32.5 | 1012 | 26519 | | nno-spa | flores200-devtest | 0.50217 | 22.0 | 1012 | 29199 | | nob-deu | flores200-devtest | 0.56197 | 26.5 | 1012 | 25094 | | nob-eng | flores200-devtest | 0.66428 | 41.7 | 1012 | 24721 | | nob-fra | flores200-devtest | 0.59531 | 33.1 | 1012 | 28343 | | nob-por | flores200-devtest | 0.58521 | 31.7 | 1012 | 26519 | | nob-spa | flores200-devtest | 0.50418 | 21.4 | 1012 | 29199 | | npi-deu | flores200-devtest | 0.44364 | 14.6 | 1012 | 25094 | | npi-eng | flores200-devtest | 0.54309 | 26.1 | 1012 | 24721 | | npi-fra | flores200-devtest | 0.47458 | 19.7 | 1012 | 28343 | | npi-por | flores200-devtest | 0.46702 | 18.9 | 1012 | 26519 | | npi-spa | flores200-devtest | 0.41720 | 13.9 | 1012 | 29199 | | oci-deu | flores200-devtest | 0.56668 | 26.9 | 1012 | 25094 | | oci-eng | flores200-devtest | 0.70282 | 46.8 | 1012 | 24721 | | oci-fra | flores200-devtest | 0.64408 | 39.1 | 1012 | 28343 | | oci-por | flores200-devtest | 0.62256 | 35.7 | 1012 | 26519 | | oci-spa | flores200-devtest | 0.51705 | 22.3 | 1012 | 29199 | | pan-deu | flores200-devtest | 0.44428 | 15.1 | 1012 | 25094 | | pan-eng | flores200-devtest | 0.52652 | 23.0 | 1012 | 24721 | | pan-fra | flores200-devtest | 0.47743 | 19.9 | 1012 | 28343 | | pan-por | flores200-devtest | 0.46585 | 18.8 | 1012 | 26519 | | pan-spa | flores200-devtest | 0.41798 | 14.5 | 1012 | 29199 | | pap-deu | flores200-devtest | 0.53397 | 23.5 | 1012 | 25094 | | pap-eng | flores200-devtest | 0.67741 | 43.1 | 1012 | 24721 | | pap-fra | flores200-devtest | 0.57787 | 31.1 | 1012 | 28343 | | pap-por | flores200-devtest | 0.59003 | 32.9 | 1012 | 26519 | | pap-spa | flores200-devtest | 0.49768 | 21.8 | 1012 | 29199 | | pes-deu | flores200-devtest | 0.50787 | 20.9 | 1012 | 25094 | | pes-eng | flores200-devtest | 0.58693 | 31.1 | 1012 | 24721 | | pes-fra | flores200-devtest | 0.55060 | 27.9 | 1012 | 28343 | | pes-por | flores200-devtest | 0.54139 | 26.6 | 1012 | 26519 | | pes-spa | flores200-devtest | 0.47230 | 18.6 | 1012 | 29199 | | pol-deu | flores200-devtest | 0.51514 | 20.8 | 1012 | 25094 | | pol-eng | flores200-devtest | 0.56021 | 26.2 | 1012 | 24721 | | pol-fra | flores200-devtest | 0.55176 | 27.0 | 1012 | 28343 | | pol-por | flores200-devtest | 0.52998 | 24.3 | 1012 | 26519 | | pol-spa | flores200-devtest | 0.48344 | 19.4 | 1012 | 29199 | | por-deu | flores200-devtest | 0.58002 | 29.3 | 1012 | 25094 | | por-eng | flores200-devtest | 0.69694 | 46.0 | 1012 | 24721 | | por-fra | flores200-devtest | 0.64146 | 39.6 | 1012 | 28343 | | por-spa | flores200-devtest | 0.53508 | 25.3 | 1012 | 29199 | | prs-deu | flores200-devtest | 0.49849 | 20.4 | 1012 | 25094 | | prs-eng | flores200-devtest | 0.58120 | 32.0 | 1012 | 24721 | | prs-fra | flores200-devtest | 0.53939 | 27.0 | 1012 | 28343 | | prs-por | flores200-devtest | 0.53479 | 26.7 | 1012 | 26519 | | prs-spa | flores200-devtest | 0.46241 | 18.3 | 1012 | 29199 | | ron-deu | flores200-devtest | 0.57214 | 27.4 | 1012 | 25094 | | ron-eng | flores200-devtest | 0.66701 | 40.4 | 1012 | 24721 | | ron-fra | flores200-devtest | 0.63234 | 37.2 | 1012 | 28343 | | ron-por | flores200-devtest | 0.61838 | 35.4 | 1012 | 26519 | | ron-spa | flores200-devtest | 0.52856 | 24.3 | 1012 | 29199 | | rus-deu | flores200-devtest | 0.54446 | 23.9 | 1012 | 25094 | | rus-eng | flores200-devtest | 0.60131 | 32.0 | 1012 | 24721 | | rus-fra | flores200-devtest | 0.57986 | 30.4 | 1012 | 28343 | | rus-por | flores200-devtest | 0.56600 | 28.7 | 1012 | 26519 | | rus-spa | flores200-devtest | 0.49871 | 21.2 | 1012 | 29199 | | scn-deu | flores200-devtest | 0.46523 | 17.0 | 1012 | 25094 | | scn-eng | flores200-devtest | 0.53341 | 26.1 | 1012 | 24721 | | scn-fra | flores200-devtest | 0.51481 | 25.0 | 1012 | 28343 | | scn-por | flores200-devtest | 0.50343 | 23.8 | 1012 | 26519 | | scn-spa | flores200-devtest | 0.44756 | 17.1 | 1012 | 29199 | | slk-deu | flores200-devtest | 0.53932 | 23.6 | 1012 | 25094 | | slk-eng | flores200-devtest | 0.63137 | 35.4 | 1012 | 24721 | | slk-fra | flores200-devtest | 0.56587 | 29.9 | 1012 | 28343 | | slk-por | flores200-devtest | 0.54523 | 27.3 | 1012 | 26519 | | slk-spa | flores200-devtest | 0.48275 | 20.1 | 1012 | 29199 | | slv-deu | flores200-devtest | 0.54583 | 24.5 | 1012 | 25094 | | slv-eng | flores200-devtest | 0.59952 | 32.4 | 1012 | 24721 | | slv-fra | flores200-devtest | 0.57418 | 30.3 | 1012 | 28343 | | slv-por | flores200-devtest | 0.55838 | 28.4 | 1012 | 26519 | | slv-spa | flores200-devtest | 0.49438 | 20.7 | 1012 | 29199 | | spa-deu | flores200-devtest | 0.52303 | 20.0 | 1012 | 25094 | | spa-eng | flores200-devtest | 0.57648 | 26.7 | 1012 | 24721 | | srd-deu | flores200-devtest | 0.47651 | 18.6 | 1012 | 25094 | | srd-eng | flores200-devtest | 0.56624 | 30.5 | 1012 | 24721 | | srd-fra | flores200-devtest | 0.52746 | 26.8 | 1012 | 28343 | | srd-por | flores200-devtest | 0.52301 | 26.4 | 1012 | 26519 | | srd-spa | flores200-devtest | 0.45213 | 17.7 | 1012 | 29199 | | srp_Cyrl-deu | flores200-devtest | 0.57563 | 27.7 | 1012 | 25094 | | srp_Cyrl-eng | flores200-devtest | 0.66201 | 39.9 | 1012 | 24721 | | srp_Cyrl-fra | flores200-devtest | 0.61570 | 35.0 | 1012 | 28343 | | srp_Cyrl-por | flores200-devtest | 0.60561 | 33.6 | 1012 | 26519 | | srp_Cyrl-spa | flores200-devtest | 0.51500 | 22.4 | 1012 | 29199 | | swe-deu | flores200-devtest | 0.59607 | 31.6 | 1012 | 25094 | | swe-eng | flores200-devtest | 0.69032 | 46.0 | 1012 | 24721 | | swe-fra | flores200-devtest | 0.62610 | 37.8 | 1012 | 28343 | | swe-por | flores200-devtest | 0.60692 | 35.0 | 1012 | 26519 | | swe-spa | flores200-devtest | 0.51448 | 23.0 | 1012 | 29199 | | szl-deu | flores200-devtest | 0.51005 | 22.0 | 1012 | 25094 | | szl-eng | flores200-devtest | 0.57536 | 30.6 | 1012 | 24721 | | szl-fra | flores200-devtest | 0.54029 | 28.2 | 1012 | 28343 | | szl-por | flores200-devtest | 0.52911 | 26.5 | 1012 | 26519 | | szl-spa | flores200-devtest | 0.46280 | 18.8 | 1012 | 29199 | | tgk-deu | flores200-devtest | 0.45372 | 15.8 | 1012 | 25094 | | tgk-eng | flores200-devtest | 0.51096 | 22.1 | 1012 | 24721 | | tgk-fra | flores200-devtest | 0.48620 | 21.1 | 1012 | 28343 | | tgk-por | flores200-devtest | 0.46870 | 19.4 | 1012 | 26519 | | tgk-spa | flores200-devtest | 0.42689 | 15.1 | 1012 | 29199 | | tpi-deu | flores200-devtest | 0.41078 | 11.1 | 1012 | 25094 | | tpi-eng | flores200-devtest | 0.48619 | 20.1 | 1012 | 24721 | | tpi-fra | flores200-devtest | 0.43850 | 16.3 | 1012 | 28343 | | tpi-por | flores200-devtest | 0.43040 | 15.8 | 1012 | 26519 | | ukr-deu | flores200-devtest | 0.55290 | 25.1 | 1012 | 25094 | | ukr-eng | flores200-devtest | 0.62150 | 34.9 | 1012 | 24721 | | ukr-fra | flores200-devtest | 0.59093 | 32.5 | 1012 | 28343 | | ukr-por | flores200-devtest | 0.57706 | 30.7 | 1012 | 26519 | | ukr-spa | flores200-devtest | 0.50128 | 21.8 | 1012 | 29199 | | urd-deu | flores200-devtest | 0.45107 | 15.6 | 1012 | 25094 | | urd-eng | flores200-devtest | 0.53130 | 25.0 | 1012 | 24721 | | urd-fra | flores200-devtest | 0.48377 | 20.7 | 1012 | 28343 | | urd-por | flores200-devtest | 0.45290 | 18.5 | 1012 | 26519 | | urd-spa | flores200-devtest | 0.41342 | 13.8 | 1012 | 29199 | | vec-deu | flores200-devtest | 0.48212 | 18.5 | 1012 | 25094 | | vec-eng | flores200-devtest | 0.56243 | 29.3 | 1012 | 24721 | | vec-fra | flores200-devtest | 0.53340 | 26.4 | 1012 | 28343 | | vec-por | flores200-devtest | 0.52845 | 25.7 | 1012 | 26519 | | vec-spa | flores200-devtest | 0.46136 | 17.9 | 1012 | 29199 | | ces-eng | generaltest2022 | 0.64599 | 40.2 | 1448 | 30675 | | deu-eng | generaltest2022 | 0.54993 | 29.8 | 1984 | 37634 | | deu-fra | generaltest2022 | 0.59361 | 35.6 | 1984 | 38276 | | eng-deu | generaltest2022 | 0.59885 | 31.9 | 2037 | 38914 | | fra-deu | generaltest2022 | 0.64266 | 40.1 | 2006 | 37696 | | rus-eng | generaltest2022 | 0.63746 | 37.8 | 2016 | 38529 | | ukr-eng | generaltest2022 | 0.60704 | 35.9 | 2018 | 34242 | | ces-deu | multi30k_test_2016_flickr | 0.56370 | 26.9 | 1000 | 12106 | | ces-eng | multi30k_test_2016_flickr | 0.57217 | 32.7 | 1000 | 12955 | | ces-fra | multi30k_test_2016_flickr | 0.57498 | 30.7 | 1000 | 13505 | | deu-eng | multi30k_test_2016_flickr | 0.60234 | 39.1 | 1000 | 12955 | | deu-fra | multi30k_test_2016_flickr | 0.60951 | 36.7 | 1000 | 13505 | | eng-deu | multi30k_test_2016_flickr | 0.62191 | 32.5 | 1000 | 12106 | | eng-fra | multi30k_test_2016_flickr | 0.69376 | 47.9 | 1000 | 13505 | | fra-deu | multi30k_test_2016_flickr | 0.59597 | 29.3 | 1000 | 12106 | | fra-eng | multi30k_test_2016_flickr | 0.64810 | 45.4 | 1000 | 12955 | | deu-eng | multi30k_test_2017_flickr | 0.61895 | 38.9 | 1000 | 11374 | | deu-fra | multi30k_test_2017_flickr | 0.60570 | 34.6 | 1000 | 12118 | | eng-deu | multi30k_test_2017_flickr | 0.61458 | 32.1 | 1000 | 10755 | | eng-fra | multi30k_test_2017_flickr | 0.69630 | 48.1 | 1000 | 12118 | | fra-deu | multi30k_test_2017_flickr | 0.58207 | 27.7 | 1000 | 10755 | | fra-eng | multi30k_test_2017_flickr | 0.67447 | 48.0 | 1000 | 11374 | | deu-eng | multi30k_test_2017_mscoco | 0.54299 | 30.9 | 461 | 5231 | | deu-fra | multi30k_test_2017_mscoco | 0.57789 | 32.3 | 461 | 5484 | | eng-deu | multi30k_test_2017_mscoco | 0.56164 | 27.3 | 461 | 5158 | | eng-fra | multi30k_test_2017_mscoco | 0.71453 | 51.9 | 461 | 5484 | | fra-deu | multi30k_test_2017_mscoco | 0.53897 | 23.9 | 461 | 5158 | | fra-eng | multi30k_test_2017_mscoco | 0.65274 | 46.5 | 461 | 5231 | | ces-deu | multi30k_test_2018_flickr | 0.51543 | 22.4 | 1071 | 13703 | | ces-eng | multi30k_test_2018_flickr | 0.57995 | 33.1 | 1071 | 14689 | | ces-fra | multi30k_test_2018_flickr | 0.53232 | 26.0 | 1071 | 15867 | | deu-eng | multi30k_test_2018_flickr | 0.58274 | 35.3 | 1071 | 14689 | | deu-fra | multi30k_test_2018_flickr | 0.55809 | 29.3 | 1071 | 15867 | | eng-deu | multi30k_test_2018_flickr | 0.58395 | 28.7 | 1071 | 13703 | | eng-fra | multi30k_test_2018_flickr | 0.63770 | 39.3 | 1071 | 15867 | | fra-deu | multi30k_test_2018_flickr | 0.53677 | 22.6 | 1071 | 13703 | | fra-eng | multi30k_test_2018_flickr | 0.62909 | 41.0 | 1071 | 14689 | | eng-fra | newsdiscusstest2015 | 0.62144 | 35.7 | 1500 | 27975 | | fra-eng | newsdiscusstest2015 | 0.60513 | 37.5 | 1500 | 26982 | | ces-deu | newssyscomb2009 | 0.52473 | 21.7 | 502 | 11271 | | ces-eng | newssyscomb2009 | 0.55107 | 28.0 | 502 | 11818 | | ces-fra | newssyscomb2009 | 0.56925 | 28.7 | 502 | 12331 | | ces-spa | newssyscomb2009 | 0.56161 | 28.8 | 502 | 12503 | | deu-eng | newssyscomb2009 | 0.55367 | 29.2 | 502 | 11818 | | deu-fra | newssyscomb2009 | 0.55730 | 27.1 | 502 | 12331 | | deu-spa | newssyscomb2009 | 0.54844 | 27.6 | 502 | 12503 | | eng-deu | newssyscomb2009 | 0.53204 | 22.3 | 502 | 11271 | | eng-fra | newssyscomb2009 | 0.57875 | 28.8 | 502 | 12331 | | eng-spa | newssyscomb2009 | 0.57849 | 30.5 | 502 | 12503 | | fra-deu | newssyscomb2009 | 0.52855 | 22.5 | 502 | 11271 | | fra-eng | newssyscomb2009 | 0.57071 | 30.6 | 502 | 11818 | | fra-spa | newssyscomb2009 | 0.60067 | 34.0 | 502 | 12503 | | ita-deu | newssyscomb2009 | 0.53245 | 22.1 | 502 | 11271 | | ita-eng | newssyscomb2009 | 0.59274 | 33.7 | 502 | 11818 | | ita-fra | newssyscomb2009 | 0.61167 | 33.8 | 502 | 12331 | | ita-spa | newssyscomb2009 | 0.60645 | 35.1 | 502 | 12503 | | spa-deu | newssyscomb2009 | 0.52676 | 21.8 | 502 | 11271 | | spa-fra | newssyscomb2009 | 0.61003 | 33.6 | 502 | 12331 | | ces-deu | newstest2008 | 0.52450 | 21.6 | 2051 | 47447 | | ces-eng | newstest2008 | 0.52805 | 24.9 | 2051 | 49380 | | ces-fra | newstest2008 | 0.54135 | 25.4 | 2051 | 52685 | | ces-spa | newstest2008 | 0.53925 | 26.2 | 2051 | 52586 | | deu-eng | newstest2008 | 0.53756 | 26.2 | 2051 | 49380 | | deu-fra | newstest2008 | 0.54147 | 25.5 | 2051 | 52685 | | deu-spa | newstest2008 | 0.53296 | 24.8 | 2051 | 52586 | | eng-deu | newstest2008 | 0.52399 | 22.4 | 2051 | 47447 | | eng-fra | newstest2008 | 0.54809 | 26.1 | 2051 | 52685 | | eng-spa | newstest2008 | 0.56027 | 29.1 | 2051 | 52586 | | fra-deu | newstest2008 | 0.52211 | 21.8 | 2051 | 47447 | | fra-eng | newstest2008 | 0.53878 | 26.1 | 2051 | 49380 | | fra-spa | newstest2008 | 0.58122 | 32.5 | 2051 | 52586 | | spa-deu | newstest2008 | 0.51468 | 20.9 | 2051 | 47447 | | ces-deu | newstest2009 | 0.52537 | 22.4 | 2525 | 62816 | | ces-eng | newstest2009 | 0.54467 | 27.1 | 2525 | 65399 | | ces-fra | newstest2009 | 0.54545 | 26.1 | 2525 | 69263 | | ces-spa | newstest2009 | 0.54339 | 26.3 | 2525 | 68111 | | deu-eng | newstest2009 | 0.53323 | 25.9 | 2525 | 65399 | | deu-fra | newstest2009 | 0.53408 | 25.0 | 2525 | 69263 | | deu-spa | newstest2009 | 0.52999 | 24.4 | 2525 | 68111 | | eng-deu | newstest2009 | 0.52387 | 21.5 | 2525 | 62816 | | eng-fra | newstest2009 | 0.57057 | 28.7 | 2525 | 69263 | | eng-spa | newstest2009 | 0.57376 | 29.6 | 2525 | 68111 | | fra-deu | newstest2009 | 0.51980 | 21.6 | 2525 | 62816 | | fra-eng | newstest2009 | 0.56151 | 29.5 | 2525 | 65399 | | fra-spa | newstest2009 | 0.58173 | 31.4 | 2525 | 68111 | | ita-deu | newstest2009 | 0.52409 | 22.1 | 2525 | 62816 | | ita-eng | newstest2009 | 0.58598 | 32.9 | 2525 | 65399 | | ita-fra | newstest2009 | 0.58722 | 31.5 | 2525 | 69263 | | ita-spa | newstest2009 | 0.59235 | 33.1 | 2525 | 68111 | | spa-deu | newstest2009 | 0.51708 | 20.7 | 2525 | 62816 | | spa-eng | newstest2009 | 0.56094 | 29.2 | 2525 | 65399 | | ces-deu | newstest2010 | 0.53608 | 23.5 | 2489 | 61503 | | ces-eng | newstest2010 | 0.56348 | 28.8 | 2489 | 61711 | | ces-fra | newstest2010 | 0.55510 | 27.2 | 2489 | 66022 | | ces-spa | newstest2010 | 0.57375 | 30.6 | 2489 | 65480 | | deu-eng | newstest2010 | 0.57666 | 29.8 | 2489 | 61711 | | deu-fra | newstest2010 | 0.56822 | 28.2 | 2489 | 66022 | | deu-spa | newstest2010 | 0.58446 | 31.5 | 2489 | 65480 | | eng-deu | newstest2010 | 0.54037 | 24.8 | 2489 | 61503 | | eng-fra | newstest2010 | 0.58935 | 31.2 | 2489 | 66022 | | eng-spa | newstest2010 | 0.61230 | 35.6 | 2489 | 65480 | | fra-deu | newstest2010 | 0.52993 | 23.2 | 2489 | 61503 | | fra-eng | newstest2010 | 0.58580 | 31.7 | 2489 | 61711 | | fra-spa | newstest2010 | 0.61883 | 36.8 | 2489 | 65480 | | spa-deu | newstest2010 | 0.54232 | 24.8 | 2489 | 61503 | | ces-deu | newstest2011 | 0.52042 | 22.2 | 3003 | 72981 | | ces-eng | newstest2011 | 0.55380 | 27.8 | 3003 | 74681 | | ces-fra | newstest2011 | 0.55651 | 28.0 | 3003 | 80626 | | ces-spa | newstest2011 | 0.56004 | 29.9 | 3003 | 79476 | | deu-eng | newstest2011 | 0.54263 | 25.8 | 3003 | 74681 | | deu-fra | newstest2011 | 0.54883 | 26.4 | 3003 | 80626 | | deu-spa | newstest2011 | 0.55738 | 29.1 | 3003 | 79476 | | eng-deu | newstest2011 | 0.52251 | 22.4 | 3003 | 72981 | | eng-fra | newstest2011 | 0.60292 | 33.3 | 3003 | 80626 | | eng-spa | newstest2011 | 0.61355 | 37.6 | 3003 | 79476 | | fra-deu | newstest2011 | 0.52082 | 22.1 | 3003 | 72981 | | fra-eng | newstest2011 | 0.58971 | 32.3 | 3003 | 74681 | | fra-spa | newstest2011 | 0.62318 | 38.7 | 3003 | 79476 | | spa-fra | newstest2011 | 0.60467 | 34.0 | 3003 | 80626 | | ces-deu | newstest2012 | 0.52126 | 22.9 | 3003 | 72886 | | ces-eng | newstest2012 | 0.54980 | 27.0 | 3003 | 72812 | | ces-fra | newstest2012 | 0.55088 | 26.8 | 3003 | 78011 | | ces-spa | newstest2012 | 0.55950 | 29.9 | 3003 | 79006 | | deu-eng | newstest2012 | 0.55507 | 27.5 | 3003 | 72812 | | deu-fra | newstest2012 | 0.55160 | 26.6 | 3003 | 78011 | | deu-spa | newstest2012 | 0.56307 | 30.1 | 3003 | 79006 | | eng-deu | newstest2012 | 0.52121 | 22.9 | 3003 | 72886 | | eng-fra | newstest2012 | 0.58675 | 30.8 | 3003 | 78011 | | eng-spa | newstest2012 | 0.61689 | 37.9 | 3003 | 79006 | | fra-deu | newstest2012 | 0.52009 | 23.2 | 3003 | 72886 | | fra-eng | newstest2012 | 0.58405 | 32.3 | 3003 | 72812 | | fra-spa | newstest2012 | 0.62038 | 38.5 | 3003 | 79006 | | rus-deu | newstest2012 | 0.47965 | 18.3 | 3003 | 72886 | | rus-eng | newstest2012 | 0.61258 | 36.1 | 3003 | 72812 | | rus-fra | newstest2012 | 0.52674 | 24.2 | 3003 | 78011 | | rus-spa | newstest2012 | 0.53760 | 27.4 | 3003 | 79006 | | ces-deu | newstest2013 | 0.54483 | 25.3 | 3000 | 63737 | | ces-eng | newstest2013 | 0.57212 | 30.7 | 3000 | 64505 | | ces-fra | newstest2013 | 0.55258 | 28.4 | 3000 | 70037 | | ces-spa | newstest2013 | 0.56179 | 30.6 | 3000 | 70528 | | deu-eng | newstest2013 | 0.57382 | 31.0 | 3000 | 64505 | | deu-fra | newstest2013 | 0.55576 | 28.8 | 3000 | 70037 | | deu-spa | newstest2013 | 0.56220 | 30.9 | 3000 | 70528 | | eng-deu | newstest2013 | 0.54830 | 26.6 | 3000 | 63737 | | eng-fra | newstest2013 | 0.58195 | 32.6 | 3000 | 70037 | | eng-spa | newstest2013 | 0.59254 | 34.6 | 3000 | 70528 | | fra-deu | newstest2013 | 0.53465 | 24.6 | 3000 | 63737 | | fra-eng | newstest2013 | 0.58395 | 32.9 | 3000 | 64505 | | fra-spa | newstest2013 | 0.58748 | 34.1 | 3000 | 70528 | | rus-deu | newstest2013 | 0.51980 | 22.4 | 3000 | 63737 | | rus-eng | newstest2013 | 0.55557 | 28.9 | 3000 | 64505 | | rus-fra | newstest2013 | 0.54627 | 27.6 | 3000 | 70037 | | rus-spa | newstest2013 | 0.55540 | 30.5 | 3000 | 70528 | | spa-deu | newstest2013 | 0.53925 | 24.8 | 3000 | 63737 | | ces-eng | newstest2014 | 0.61449 | 33.9 | 3003 | 68065 | | deu-eng | newstest2014 | 0.58733 | 32.1 | 3003 | 67337 | | eng-deu | newstest2014 | 0.57701 | 26.5 | 3003 | 62688 | | eng-fra | newstest2014 | 0.63976 | 38.1 | 3003 | 77306 | | fra-eng | newstest2014 | 0.62627 | 36.8 | 3003 | 70708 | | hin-eng | newstest2014 | 0.56343 | 26.4 | 2507 | 55571 | | rus-eng | newstest2014 | 0.62633 | 36.6 | 3003 | 69210 | | ces-eng | newstest2015 | 0.56562 | 30.7 | 2656 | 53569 | | deu-eng | newstest2015 | 0.59036 | 33.3 | 2169 | 46443 | | eng-deu | newstest2015 | 0.58604 | 30.1 | 2169 | 44260 | | rus-eng | newstest2015 | 0.58794 | 32.5 | 2818 | 64428 | | ces-eng | newstest2016 | 0.58896 | 32.6 | 2999 | 64670 | | deu-eng | newstest2016 | 0.63945 | 39.4 | 2999 | 64119 | | eng-deu | newstest2016 | 0.62731 | 35.9 | 2999 | 62669 | | ron-eng | newstest2016 | 0.63051 | 38.1 | 1999 | 47562 | | rus-eng | newstest2016 | 0.58858 | 32.5 | 2998 | 69278 | | ces-eng | newstest2017 | 0.55759 | 29.0 | 3005 | 61721 | | deu-eng | newstest2017 | 0.60252 | 34.8 | 3004 | 64399 | | eng-deu | newstest2017 | 0.57779 | 28.7 | 3004 | 61287 | | lav-eng | newstest2017 | 0.51103 | 20.2 | 2001 | 47511 | | rus-eng | newstest2017 | 0.61663 | 36.1 | 3001 | 69025 | | ces-eng | newstest2018 | 0.56663 | 29.6 | 2983 | 63495 | | deu-eng | newstest2018 | 0.65768 | 41.8 | 2998 | 67012 | | eng-deu | newstest2018 | 0.67590 | 43.5 | 2998 | 64276 | | rus-eng | newstest2018 | 0.58427 | 31.5 | 3000 | 71291 | | ces-deu | newstest2019 | 0.53405 | 23.8 | 1997 | 48746 | | deu-eng | newstest2019 | 0.62158 | 37.7 | 2000 | 39227 | | deu-fra | newstest2019 | 0.61819 | 34.4 | 1701 | 42509 | | eng-deu | newstest2019 | 0.64640 | 39.8 | 1997 | 48746 | | fra-deu | newstest2019 | 0.59291 | 27.6 | 1701 | 36446 | | guj-eng | newstest2019 | 0.51165 | 22.5 | 1016 | 17757 | | lit-eng | newstest2019 | 0.58019 | 29.1 | 1000 | 25878 | | rus-eng | newstest2019 | 0.62499 | 37.8 | 2000 | 42642 | | deu-eng | newstest2020 | 0.56495 | 30.9 | 785 | 38220 | | deu-fra | newstest2020 | 0.59211 | 31.6 | 1619 | 36890 | | eng-deu | newstest2020 | 0.58436 | 30.2 | 1418 | 52383 | | fra-deu | newstest2020 | 0.59478 | 26.6 | 1619 | 30265 | | pol-eng | newstest2020 | 0.56674 | 27.7 | 1001 | 21755 | | rus-eng | newstest2020 | 0.62387 | 33.6 | 991 | 20217 | | ces-eng | newstest2021 | 0.54943 | 25.6 | 1000 | 22056 | | deu-eng | newstest2021 | 0.58675 | 30.5 | 1000 | 20180 | | deu-fra | newstest2021 | 0.57690 | 30.0 | 1000 | 23757 | | eng-deu | newstest2021 | 0.55381 | 24.9 | 1002 | 27970 | | fra-deu | newstest2021 | 0.63942 | 37.2 | 1026 | 26077 | | isl-eng | newstest2021 | 0.53701 | 29.2 | 1000 | 22529 | | rus-eng | newstest2021 | 0.60760 | 33.7 | 1000 | 21228 | | deu-eng | newstestALL2020 | 0.56898 | 30.8 | 785 | 38220 | | eng-deu | newstestALL2020 | 0.58436 | 30.2 | 1418 | 52383 | | rus-eng | newstestALL2020 | 0.62387 | 33.6 | 991 | 20217 | | deu-eng | newstestB2020 | 0.56571 | 30.3 | 785 | 37696 | | eng-deu | newstestB2020 | 0.57458 | 29.7 | 1418 | 53092 | | rus-eng | newstestB2020 | 0.62934 | 35.5 | 991 | 20423 | | afr-deu | ntrex128 | 0.54806 | 25.7 | 1997 | 48761 | | afr-eng | ntrex128 | 0.71452 | 50.6 | 1997 | 47673 | | afr-fra | ntrex128 | 0.55624 | 28.2 | 1997 | 53481 | | afr-por | ntrex128 | 0.54364 | 26.9 | 1997 | 51631 | | afr-spa | ntrex128 | 0.57498 | 32.3 | 1997 | 54107 | | bel-deu | ntrex128 | 0.48215 | 17.8 | 1997 | 48761 | | bel-eng | ntrex128 | 0.55146 | 26.7 | 1997 | 47673 | | bel-fra | ntrex128 | 0.49288 | 20.4 | 1997 | 53481 | | bel-por | ntrex128 | 0.48488 | 19.9 | 1997 | 51631 | | bel-spa | ntrex128 | 0.50933 | 23.7 | 1997 | 54107 | | ben-deu | ntrex128 | 0.43995 | 13.7 | 1997 | 48761 | | ben-eng | ntrex128 | 0.53312 | 24.9 | 1997 | 47673 | | ben-fra | ntrex128 | 0.45297 | 17.1 | 1997 | 53481 | | ben-por | ntrex128 | 0.44323 | 15.5 | 1997 | 51631 | | ben-spa | ntrex128 | 0.46993 | 19.5 | 1997 | 54107 | | bul-deu | ntrex128 | 0.51786 | 20.9 | 1997 | 48761 | | bul-eng | ntrex128 | 0.59510 | 31.3 | 1997 | 47673 | | bul-fra | ntrex128 | 0.53787 | 25.4 | 1997 | 53481 | | bul-por | ntrex128 | 0.52650 | 24.2 | 1997 | 51631 | | bul-spa | ntrex128 | 0.54950 | 28.4 | 1997 | 54107 | | cat-deu | ntrex128 | 0.52907 | 22.5 | 1997 | 48761 | | cat-eng | ntrex128 | 0.62247 | 34.6 | 1997 | 47673 | | cat-fra | ntrex128 | 0.55858 | 27.5 | 1997 | 53481 | | cat-por | ntrex128 | 0.55916 | 28.3 | 1997 | 51631 | | cat-spa | ntrex128 | 0.61209 | 35.6 | 1997 | 54107 | | ces-deu | ntrex128 | 0.52704 | 22.5 | 1997 | 48761 | | ces-eng | ntrex128 | 0.60742 | 33.1 | 1997 | 47673 | | ces-fra | ntrex128 | 0.54283 | 26.3 | 1997 | 53481 | | ces-por | ntrex128 | 0.52392 | 24.1 | 1997 | 51631 | | ces-spa | ntrex128 | 0.55467 | 28.9 | 1997 | 54107 | | cym-deu | ntrex128 | 0.48064 | 19.1 | 1997 | 48761 | | cym-eng | ntrex128 | 0.60592 | 34.7 | 1997 | 47673 | | cym-fra | ntrex128 | 0.50667 | 23.9 | 1997 | 53481 | | cym-por | ntrex128 | 0.48189 | 20.5 | 1997 | 51631 | | cym-spa | ntrex128 | 0.52160 | 26.7 | 1997 | 54107 | | dan-deu | ntrex128 | 0.53284 | 24.4 | 1997 | 48761 | | dan-eng | ntrex128 | 0.62092 | 37.5 | 1997 | 47673 | | dan-fra | ntrex128 | 0.53068 | 25.4 | 1997 | 53481 | | dan-por | ntrex128 | 0.52754 | 26.2 | 1997 | 51631 | | dan-spa | ntrex128 | 0.55304 | 29.8 | 1997 | 54107 | | deu-eng | ntrex128 | 0.61371 | 33.7 | 1997 | 47673 | | deu-fra | ntrex128 | 0.54844 | 27.4 | 1997 | 53481 | | deu-por | ntrex128 | 0.53694 | 25.3 | 1997 | 51631 | | deu-spa | ntrex128 | 0.56148 | 29.8 | 1997 | 54107 | | ell-deu | ntrex128 | 0.51567 | 21.1 | 1997 | 48761 | | ell-eng | ntrex128 | 0.60389 | 34.0 | 1997 | 47673 | | ell-fra | ntrex128 | 0.53343 | 25.1 | 1997 | 53481 | | ell-por | ntrex128 | 0.53030 | 25.9 | 1997 | 51631 | | ell-spa | ntrex128 | 0.55542 | 29.7 | 1997 | 54107 | | eng-deu | ntrex128 | 0.57592 | 28.9 | 1997 | 48761 | | eng-fra | ntrex128 | 0.60159 | 33.9 | 1997 | 53481 | | eng-por | ntrex128 | 0.59020 | 32.6 | 1997 | 51631 | | eng-spa | ntrex128 | 0.62826 | 38.6 | 1997 | 54107 | | fao-deu | ntrex128 | 0.42717 | 16.1 | 1997 | 48761 | | fao-eng | ntrex128 | 0.48210 | 24.5 | 1997 | 47673 | | fao-fra | ntrex128 | 0.40770 | 16.9 | 1997 | 53481 | | fao-por | ntrex128 | 0.40603 | 16.2 | 1997 | 51631 | | fao-spa | ntrex128 | 0.42980 | 18.8 | 1997 | 54107 | | fas-deu | ntrex128 | 0.47062 | 15.7 | 1997 | 48761 | | fas-eng | ntrex128 | 0.53552 | 24.0 | 1997 | 47673 | | fas-fra | ntrex128 | 0.48958 | 20.1 | 1997 | 53481 | | fas-por | ntrex128 | 0.47091 | 18.3 | 1997 | 51631 | | fas-spa | ntrex128 | 0.49946 | 22.5 | 1997 | 54107 | | fra-deu | ntrex128 | 0.52037 | 22.1 | 1997 | 48761 | | fra-eng | ntrex128 | 0.59918 | 32.7 | 1997 | 47673 | | fra-por | ntrex128 | 0.53484 | 25.0 | 1997 | 51631 | | fra-spa | ntrex128 | 0.56500 | 30.3 | 1997 | 54107 | | gle-deu | ntrex128 | 0.45357 | 16.0 | 1997 | 48761 | | gle-eng | ntrex128 | 0.54960 | 27.0 | 1997 | 47673 | | gle-fra | ntrex128 | 0.47041 | 18.7 | 1997 | 53481 | | gle-por | ntrex128 | 0.45725 | 17.5 | 1997 | 51631 | | gle-spa | ntrex128 | 0.48897 | 22.4 | 1997 | 54107 | | glg-deu | ntrex128 | 0.52710 | 22.4 | 1997 | 48761 | | glg-eng | ntrex128 | 0.63076 | 37.0 | 1997 | 47673 | | glg-fra | ntrex128 | 0.55231 | 27.2 | 1997 | 53481 | | glg-por | ntrex128 | 0.56272 | 28.9 | 1997 | 51631 | | glg-spa | ntrex128 | 0.61675 | 36.6 | 1997 | 54107 | | guj-deu | ntrex128 | 0.40361 | 11.9 | 1997 | 48761 | | guj-eng | ntrex128 | 0.52283 | 23.0 | 1997 | 47673 | | guj-fra | ntrex128 | 0.41597 | 14.7 | 1997 | 53481 | | guj-por | ntrex128 | 0.40085 | 13.0 | 1997 | 51631 | | guj-spa | ntrex128 | 0.44800 | 18.3 | 1997 | 54107 | | hin-deu | ntrex128 | 0.45618 | 14.4 | 1997 | 48761 | | hin-eng | ntrex128 | 0.57183 | 27.9 | 1997 | 47673 | | hin-fra | ntrex128 | 0.47504 | 18.5 | 1997 | 53481 | | hin-por | ntrex128 | 0.45829 | 16.9 | 1997 | 51631 | | hin-spa | ntrex128 | 0.48784 | 21.4 | 1997 | 54107 | | hrv-deu | ntrex128 | 0.53567 | 23.2 | 1997 | 48761 | | hrv-eng | ntrex128 | 0.61932 | 34.8 | 1997 | 47673 | | hrv-fra | ntrex128 | 0.55306 | 27.6 | 1997 | 53481 | | hrv-por | ntrex128 | 0.53968 | 26.3 | 1997 | 51631 | | hrv-spa | ntrex128 | 0.56765 | 30.4 | 1997 | 54107 | | hye-deu | ntrex128 | 0.42987 | 14.0 | 1997 | 48761 | | hye-eng | ntrex128 | 0.49189 | 20.9 | 1997 | 47673 | | hye-fra | ntrex128 | 0.44434 | 17.2 | 1997 | 53481 | | hye-por | ntrex128 | 0.43069 | 16.0 | 1997 | 51631 | | hye-spa | ntrex128 | 0.45889 | 19.5 | 1997 | 54107 | | isl-deu | ntrex128 | 0.48392 | 19.5 | 1997 | 48761 | | isl-eng | ntrex128 | 0.54720 | 27.5 | 1997 | 47673 | | isl-fra | ntrex128 | 0.49971 | 22.5 | 1997 | 53481 | | isl-por | ntrex128 | 0.47811 | 20.2 | 1997 | 51631 | | isl-spa | ntrex128 | 0.51060 | 25.1 | 1997 | 54107 | | ita-deu | ntrex128 | 0.53354 | 23.3 | 1997 | 48761 | | ita-eng | ntrex128 | 0.63069 | 37.1 | 1997 | 47673 | | ita-fra | ntrex128 | 0.56721 | 29.1 | 1997 | 53481 | | ita-por | ntrex128 | 0.56298 | 28.9 | 1997 | 51631 | | ita-spa | ntrex128 | 0.58483 | 32.6 | 1997 | 54107 | | lav-deu | ntrex128 | 0.48637 | 17.5 | 1997 | 48761 | | lav-eng | ntrex128 | 0.55909 | 25.5 | 1997 | 47673 | | lav-fra | ntrex128 | 0.49579 | 20.4 | 1997 | 53481 | | lav-por | ntrex128 | 0.47936 | 18.9 | 1997 | 51631 | | lav-spa | ntrex128 | 0.51105 | 23.3 | 1997 | 54107 | | lit-deu | ntrex128 | 0.49203 | 18.0 | 1997 | 48761 | | lit-eng | ntrex128 | 0.55075 | 25.7 | 1997 | 47673 | | lit-fra | ntrex128 | 0.50667 | 21.9 | 1997 | 53481 | | lit-por | ntrex128 | 0.49771 | 20.8 | 1997 | 51631 | | lit-spa | ntrex128 | 0.52333 | 24.8 | 1997 | 54107 | | ltz-deu | ntrex128 | 0.51232 | 22.0 | 1997 | 48761 | | ltz-eng | ntrex128 | 0.58218 | 32.4 | 1997 | 47673 | | ltz-fra | ntrex128 | 0.49182 | 21.6 | 1997 | 53481 | | ltz-por | ntrex128 | 0.46871 | 20.3 | 1997 | 51631 | | ltz-spa | ntrex128 | 0.48975 | 23.6 | 1997 | 54107 | | mar-deu | ntrex128 | 0.42225 | 12.5 | 1997 | 48761 | | mar-eng | ntrex128 | 0.51583 | 22.2 | 1997 | 47673 | | mar-fra | ntrex128 | 0.43088 | 15.1 | 1997 | 53481 | | mar-por | ntrex128 | 0.42394 | 14.6 | 1997 | 51631 | | mar-spa | ntrex128 | 0.44945 | 17.7 | 1997 | 54107 | | mkd-deu | ntrex128 | 0.52537 | 21.8 | 1997 | 48761 | | mkd-eng | ntrex128 | 0.62757 | 35.8 | 1997 | 47673 | | mkd-fra | ntrex128 | 0.54428 | 26.4 | 1997 | 53481 | | mkd-por | ntrex128 | 0.52919 | 24.5 | 1997 | 51631 | | mkd-spa | ntrex128 | 0.56365 | 30.0 | 1997 | 54107 | | nep-deu | ntrex128 | 0.40783 | 11.6 | 1997 | 48761 | | nep-eng | ntrex128 | 0.51242 | 23.1 | 1997 | 47673 | | nep-fra | ntrex128 | 0.41414 | 14.5 | 1997 | 53481 | | nep-por | ntrex128 | 0.41356 | 13.8 | 1997 | 51631 | | nep-spa | ntrex128 | 0.43667 | 17.0 | 1997 | 54107 | | nld-deu | ntrex128 | 0.55633 | 25.3 | 1997 | 48761 | | nld-eng | ntrex128 | 0.63172 | 36.0 | 1997 | 47673 | | nld-fra | ntrex128 | 0.55161 | 27.1 | 1997 | 53481 | | nld-por | ntrex128 | 0.54074 | 26.8 | 1997 | 51631 | | nld-spa | ntrex128 | 0.57106 | 31.7 | 1997 | 54107 | | nno-deu | ntrex128 | 0.52489 | 23.9 | 1997 | 48761 | | nno-eng | ntrex128 | 0.64889 | 41.6 | 1997 | 47673 | | nno-fra | ntrex128 | 0.53358 | 26.2 | 1997 | 53481 | | nno-por | ntrex128 | 0.52089 | 24.7 | 1997 | 51631 | | nno-spa | ntrex128 | 0.54863 | 29.4 | 1997 | 54107 | | nob-deu | ntrex128 | 0.54650 | 25.5 | 1997 | 48761 | | nob-eng | ntrex128 | 0.64444 | 39.3 | 1997 | 47673 | | nob-fra | ntrex128 | 0.55024 | 28.0 | 1997 | 53481 | | nob-por | ntrex128 | 0.53537 | 25.9 | 1997 | 51631 | | nob-spa | ntrex128 | 0.56899 | 31.4 | 1997 | 54107 | | pan-deu | ntrex128 | 0.40429 | 11.6 | 1997 | 48761 | | pan-eng | ntrex128 | 0.49942 | 20.6 | 1997 | 47673 | | pan-fra | ntrex128 | 0.41440 | 14.8 | 1997 | 53481 | | pan-spa | ntrex128 | 0.42840 | 16.6 | 1997 | 54107 | | pol-deu | ntrex128 | 0.50884 | 20.4 | 1997 | 48761 | | pol-eng | ntrex128 | 0.55781 | 26.2 | 1997 | 47673 | | pol-fra | ntrex128 | 0.52511 | 23.9 | 1997 | 53481 | | pol-por | ntrex128 | 0.50796 | 21.8 | 1997 | 51631 | | pol-spa | ntrex128 | 0.53122 | 25.6 | 1997 | 54107 | | por-deu | ntrex128 | 0.54003 | 23.7 | 1997 | 48761 | | por-eng | ntrex128 | 0.63798 | 37.6 | 1997 | 47673 | | por-fra | ntrex128 | 0.56317 | 28.3 | 1997 | 53481 | | por-spa | ntrex128 | 0.59244 | 33.9 | 1997 | 54107 | | prs-deu | ntrex128 | 0.44878 | 14.3 | 1997 | 48761 | | prs-eng | ntrex128 | 0.52855 | 24.2 | 1997 | 47673 | | prs-fra | ntrex128 | 0.46323 | 17.6 | 1997 | 53481 | | prs-por | ntrex128 | 0.45211 | 16.9 | 1997 | 51631 | | prs-spa | ntrex128 | 0.47595 | 20.5 | 1997 | 54107 | | pus-eng | ntrex128 | 0.40630 | 13.0 | 1997 | 47673 | | ron-deu | ntrex128 | 0.52534 | 21.6 | 1997 | 48761 | | ron-eng | ntrex128 | 0.60733 | 32.2 | 1997 | 47673 | | ron-fra | ntrex128 | 0.55222 | 26.1 | 1997 | 53481 | | ron-por | ntrex128 | 0.54549 | 26.4 | 1997 | 51631 | | ron-spa | ntrex128 | 0.57503 | 31.6 | 1997 | 54107 | | rus-deu | ntrex128 | 0.49519 | 18.5 | 1997 | 48761 | | rus-eng | ntrex128 | 0.55126 | 25.6 | 1997 | 47673 | | rus-fra | ntrex128 | 0.51684 | 22.8 | 1997 | 53481 | | rus-por | ntrex128 | 0.49329 | 20.4 | 1997 | 51631 | | rus-spa | ntrex128 | 0.52316 | 24.8 | 1997 | 54107 | | slk-deu | ntrex128 | 0.52066 | 22.0 | 1997 | 48761 | | slk-eng | ntrex128 | 0.60940 | 33.0 | 1997 | 47673 | | slk-fra | ntrex128 | 0.53303 | 25.8 | 1997 | 53481 | | slk-por | ntrex128 | 0.51245 | 23.0 | 1997 | 51631 | | slk-spa | ntrex128 | 0.54489 | 28.3 | 1997 | 54107 | | slv-deu | ntrex128 | 0.52189 | 22.0 | 1997 | 48761 | | slv-eng | ntrex128 | 0.58552 | 30.4 | 1997 | 47673 | | slv-fra | ntrex128 | 0.53247 | 25.3 | 1997 | 53481 | | slv-por | ntrex128 | 0.51817 | 23.4 | 1997 | 51631 | | slv-spa | ntrex128 | 0.54582 | 27.7 | 1997 | 54107 | | spa-fra | ntrex128 | 0.56549 | 28.3 | 1997 | 53481 | | spa-por | ntrex128 | 0.56372 | 28.5 | 1997 | 51631 | | sqi-deu | ntrex128 | 0.52259 | 21.7 | 1997 | 48761 | | sqi-eng | ntrex128 | 0.62439 | 36.2 | 1997 | 47673 | | sqi-fra | ntrex128 | 0.54643 | 26.2 | 1997 | 53481 | | sqi-por | ntrex128 | 0.53857 | 26.2 | 1997 | 51631 | | sqi-spa | ntrex128 | 0.56804 | 30.8 | 1997 | 54107 | | srp_Cyrl-deu | ntrex128 | 0.48837 | 18.6 | 1997 | 48761 | | srp_Cyrl-eng | ntrex128 | 0.54292 | 24.5 | 1997 | 47673 | | srp_Cyrl-fra | ntrex128 | 0.48977 | 21.5 | 1997 | 53481 | | srp_Cyrl-por | ntrex128 | 0.48429 | 20.5 | 1997 | 51631 | | srp_Cyrl-spa | ntrex128 | 0.51373 | 24.9 | 1997 | 54107 | | swe-deu | ntrex128 | 0.54871 | 25.9 | 1997 | 48761 | | swe-eng | ntrex128 | 0.65427 | 41.2 | 1997 | 47673 | | swe-fra | ntrex128 | 0.55294 | 28.2 | 1997 | 53481 | | swe-por | ntrex128 | 0.53911 | 26.7 | 1997 | 51631 | | swe-spa | ntrex128 | 0.57293 | 31.9 | 1997 | 54107 | | tgk_Cyrl-deu | ntrex128 | 0.40503 | 11.8 | 1997 | 48761 | | tgk_Cyrl-eng | ntrex128 | 0.45221 | 16.4 | 1997 | 47673 | | tgk_Cyrl-fra | ntrex128 | 0.41930 | 14.4 | 1997 | 53481 | | tgk_Cyrl-por | ntrex128 | 0.40576 | 12.7 | 1997 | 51631 | | tgk_Cyrl-spa | ntrex128 | 0.43095 | 16.4 | 1997 | 54107 | | ukr-deu | ntrex128 | 0.49644 | 18.5 | 1997 | 48761 | | ukr-eng | ntrex128 | 0.55193 | 25.7 | 1997 | 47673 | | ukr-fra | ntrex128 | 0.50914 | 21.8 | 1997 | 53481 | | ukr-por | ntrex128 | 0.49879 | 21.3 | 1997 | 51631 | | ukr-spa | ntrex128 | 0.52640 | 25.6 | 1997 | 54107 | | urd-deu | ntrex128 | 0.43742 | 14.1 | 1997 | 48761 | | urd-eng | ntrex128 | 0.52486 | 23.8 | 1997 | 47673 | | urd-fra | ntrex128 | 0.45409 | 17.4 | 1997 | 53481 | | urd-por | ntrex128 | 0.42660 | 14.6 | 1997 | 51631 | | urd-spa | ntrex128 | 0.46414 | 19.4 | 1997 | 54107 | | ben-eng | tico19-test | 0.55418 | 27.3 | 2100 | 56824 | | ben-fra | tico19-test | 0.45176 | 18.3 | 2100 | 64661 | | ben-por | tico19-test | 0.49778 | 20.9 | 2100 | 62729 | | ben-spa | tico19-test | 0.51344 | 25.8 | 2100 | 66563 | | eng-fra | tico19-test | 0.62001 | 38.2 | 2100 | 64661 | | eng-por | tico19-test | 0.71654 | 48.3 | 2100 | 62729 | | eng-spa | tico19-test | 0.71947 | 50.2 | 2100 | 66563 | | fas-eng | tico19-test | 0.58617 | 31.6 | 2100 | 56315 | | fas-fra | tico19-test | 0.50453 | 23.9 | 2100 | 64661 | | fas-por | tico19-test | 0.55031 | 28.1 | 2100 | 62729 | | fas-spa | tico19-test | 0.56113 | 29.9 | 2100 | 66563 | | fra-eng | tico19-test | 0.60512 | 35.8 | 2100 | 56323 | | fra-por | tico19-test | 0.57530 | 33.0 | 2100 | 62729 | | fra-spa | tico19-test | 0.58823 | 35.6 | 2100 | 66563 | | hin-eng | tico19-test | 0.64146 | 39.6 | 2100 | 56323 | | hin-fra | tico19-test | 0.51582 | 25.4 | 2100 | 64661 | | hin-por | tico19-test | 0.57182 | 30.9 | 2100 | 62729 | | hin-spa | tico19-test | 0.58341 | 33.7 | 2100 | 66563 | | mar-eng | tico19-test | 0.51194 | 21.4 | 2100 | 56315 | | mar-fra | tico19-test | 0.43359 | 16.8 | 2100 | 64661 | | mar-por | tico19-test | 0.47089 | 20.3 | 2100 | 62729 | | mar-spa | tico19-test | 0.48435 | 22.8 | 2100 | 66563 | | nep-eng | tico19-test | 0.57060 | 30.1 | 2100 | 56824 | | nep-fra | tico19-test | 0.46212 | 19.7 | 2100 | 64661 | | nep-por | tico19-test | 0.51024 | 24.0 | 2100 | 62729 | | nep-spa | tico19-test | 0.51651 | 25.9 | 2100 | 66563 | | por-eng | tico19-test | 0.72228 | 47.4 | 2100 | 56315 | | por-fra | tico19-test | 0.58934 | 33.4 | 2100 | 64661 | | por-spa | tico19-test | 0.67509 | 44.1 | 2100 | 66563 | | prs-eng | tico19-test | 0.54979 | 26.6 | 2100 | 56824 | | prs-fra | tico19-test | 0.47627 | 21.0 | 2100 | 64661 | | prs-por | tico19-test | 0.52000 | 25.6 | 2100 | 62729 | | prs-spa | tico19-test | 0.54172 | 28.5 | 2100 | 66563 | | pus-eng | tico19-test | 0.48655 | 23.1 | 2100 | 56315 | | pus-fra | tico19-test | 0.40980 | 16.2 | 2100 | 64661 | | pus-por | tico19-test | 0.44879 | 19.5 | 2100 | 62729 | | pus-spa | tico19-test | 0.45280 | 20.4 | 2100 | 66563 | | rus-eng | tico19-test | 0.59787 | 30.4 | 2100 | 56323 | | rus-fra | tico19-test | 0.52211 | 24.1 | 2100 | 64661 | | rus-por | tico19-test | 0.56473 | 26.9 | 2100 | 62729 | | rus-spa | tico19-test | 0.58626 | 31.1 | 2100 | 66563 | | spa-fra | tico19-test | 0.59078 | 33.1 | 2100 | 64661 | | urd-eng | tico19-test | 0.51957 | 25.0 | 2100 | 56315 | | urd-fra | tico19-test | 0.43707 | 17.2 | 2100 | 64661 | | urd-por | tico19-test | 0.47484 | 20.1 | 2100 | 62729 | | urd-spa | tico19-test | 0.48812 | 22.4 | 2100 | 66563 | ## 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: Tue Oct 8 11:49:33 EEST 2024 * port machine: LM0-400-22516.local