tatoeba model result lists added

This commit is contained in:
Joerg Tiedemann 2021-01-18 14:53:54 +02:00
parent b5fbc4a52a
commit 4305ad01b9
20 changed files with 12287 additions and 45 deletions

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@ -179,6 +179,7 @@ all: ${WORKDIR}/config.mk
${MAKE} train
${MAKE} eval
${MAKE} compare
${MAKE} eval-testsets

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@ -218,8 +218,14 @@ OPUSLANGS := ${call get-opus-langs}
POTENTIAL_DEVSETS = Tatoeba GlobalVoices infopankki JW300 bible-uedin
BIGGER_BITEXTS := ${call get-bigger-bitexts,${SRC},${TRG},${DEVSMALLSIZE}}
SMALLER_BITEXTS := ${call get-bigger-bitexts,${SRC},${TRG},${DEVMINSIZE}}
DEVSET ?= ${firstword ${foreach c,${POTENTIAL_DEVSETS},${filter ${c},${BIGGER_BITEXTS}}} \
${foreach c,${POTENTIAL_DEVSETS},${filter ${c},${SMALLER_BITEXTS}}}}
DEVSET ?= ${firstword ${filter ${POTENTIAL_DEVSETS},${BIGGER_BITEXTS}} \
${filter ${POTENTIAL_DEVSETS},${SMALLER_BITEXTS}}}
## why would we need foreach?
#DEVSET ?= ${firstword ${foreach c,${POTENTIAL_DEVSETS},${filter ${c},${BIGGER_BITEXTS}}} \
# ${foreach c,${POTENTIAL_DEVSETS},${filter ${c},${SMALLER_BITEXTS}}}}
## increase dev/test sets for Tatoeba (very short sentences!)
ifeq (${DEVSET},Tatoeba)
@ -323,16 +329,8 @@ LOCAL_MONO_DATA = ${TMPDIR}/${LANGSTR}/train/${DATASET}.mono
ifeq (${words ${SRCLANGS}},1)
ifeq (${words ${TRGLANGS}},1)
DEVSET_NAME ?= ${DEVSET}
TESTSET_NAME ?= ${TESTSET}
# DEV_SRC = ${WORKDIR}/val/${DEVSET_NAME}.src
# DEV_TRG = ${WORKDIR}/val/${DEVSET_NAME}.trg
#
# TEST_SRC = ${WORKDIR}/test/${TESTSET_NAME}.src
# TEST_TRG = ${WORKDIR}/test/${TESTSET_NAME}.trg
endif
endif

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@ -153,6 +153,11 @@ OPUS_LANG_GRANDPARENTS := ${sort ${shell langgroup -p -n ${OPUS_LANG_PARENTS} 2>
OPUS_LANG_GROUPS := ${sort ${OPUS_LANG_PARENTS} ${OPUS_LANG_GRANDPARENTS}}
.PHONY: tatoeba
tatoeba:
${MAKE} tatoeba-prepare
${MAKE} all-tatoeba
## start unidirectional training job
## - make data first, then submit a job
.PHONY: tatoeba-job
@ -199,21 +204,41 @@ tatoeba-labels: ${TATOEBA_DATA}/Tatoeba-train.${LANGPAIRSTR}.clean.${SRCEXT}.lab
.PHONY: tatoeba-results
tatoeba-results:
rm -f tatoeba-results* tatoeba-models-all results/*.md
${MAKE} tatoeba-results-md
${MAKE} models-tatoeba/released-models.txt
${MAKE} models-tatoeba/released-model-results.txt
tatoeba-results: tatoeba-result-files \
tatoeba-results-md \
tatoeba-released-models
.PHONY: tatoeba-released-models
tatoeba-released-models: models-tatoeba/released-models.txt
tatoeba-released-models: models-tatoeba/released-models.txt \
models-tatoeba/released-model-results.txt
.PHONY: tatoeba-results-md
tatoeba-result-files: work-tatoeba/tatoeba-results-sorted \
work-tatoeba/tatoeba-results-sorted-model \
work-tatoeba/tatoeba-results-sorted-langpair \
work-tatoeba/tatoeba-results-subset-zero \
work-tatoeba/tatoeba-results-subset-lowest \
work-tatoeba/tatoeba-results-subset-lower \
work-tatoeba/tatoeba-results-subset-medium \
work-tatoeba/tatoeba-results-subset-higher \
work-tatoeba/tatoeba-results-subset-highest \
work-tatoeba/tatoeba-results-all \
work-tatoeba/tatoeba-results-all-subset-zero \
work-tatoeba/tatoeba-results-all-subset-lowest \
work-tatoeba/tatoeba-results-all-subset-lower \
work-tatoeba/tatoeba-results-all-subset-medium \
work-tatoeba/tatoeba-results-all-subset-higher \
work-tatoeba/tatoeba-results-all-subset-highest \
work-tatoeba/tatoeba-models-all \
## create result tables in various variants and for various subsets
## markdown pages are for reading on-line in the Tatoeba Challenge git
## ---> link results dir to the local copy of the Tatoeba Challenge git
.PHONY: tatoeba-results-md
tatoeba-results-md: tatoeba-results-sorted tatoeba-results-sorted-model tatoeba-results-sorted-langpair \
tatoeba-results-md: tatoeba-results-sorted \
tatoeba-results-sorted-model \
tatoeba-results-sorted-langpair \
results/tatoeba-results-sorted.md \
results/tatoeba-results-sorted-model.md \
results/tatoeba-results-sorted-langpair.md \
@ -256,6 +281,7 @@ tatoeba-results-md: tatoeba-results-sorted tatoeba-results-sorted-model tatoeba-
tatoeba-continue-unfinished:
ls work-tatoeba/ | sort > $@.tt1
ls models-tatoeba/ | sort > $@.tt2
@ -343,6 +369,21 @@ all-tatoeba-langgroup:
MODELTYPE=transformer \
FIT_DATA_SIZE=${LANGGROUP_FIT_DATA_SIZE} ${LANGGROUP_TRAIN}
all-tatoeba-cross-langgroups:
for s in ${OPUS_LANG_GROUPS}; do \
for t in ${OPUS_LANG_GROUPS}; do \
if [ "$$s" != "$$t" ]; then \
${MAKE} MIN_SRCLANGS=2 MIN_TRGLANGS=2 \
MAX_SRCLANGS=30 MAX_TRGLANGS=30 \
PIVOT=eng \
MODELTYPE=transformer \
FIT_DATA_SIZE=${LANGGROUP_FIT_DATA_SIZE} \
tatoeba-$${s}2$${t}-train; \
fi \
done \
done
## make all lang-group models using different data samples
## (1m, 2m or 4m sentence pairs)
##
@ -506,14 +547,14 @@ tatoeba-%-testsets:
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-testsets,%,$@))); \
S="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(firstword $(subst 2, ,$(patsubst tatoeba-%-testsets,%,$@))) | xargs iso639 -m -n}))"; \
T="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(lastword $(subst 2, ,$(patsubst tatoeba-%-testsets,%,$@))) | xargs iso639 -m -n}))"; \
${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" tatoeba-multilingual-testsets )
${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" ${TATOEBA_PARAMS} tatoeba-multilingual-testsets )
tatoeba-%-multieval:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-multieval,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-multieval,%,$@))); \
S="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(firstword $(subst 2, ,$(patsubst tatoeba-%-multieval,%,$@))) | xargs iso639 -m -n}))"; \
T="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(lastword $(subst 2, ,$(patsubst tatoeba-%-multieval,%,$@))) | xargs iso639 -m -n}))"; \
${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" tatoeba-multilingual-eval )
${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" ${TATOEBA_PARAMS} tatoeba-multilingual-eval )
tatoeba-%-evalall:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-evalall,%,$@))); \
@ -529,7 +570,9 @@ tatoeba-%-dist:
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-dist,%,$@))); \
S="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(firstword $(subst 2, ,$(patsubst tatoeba-%-dist,%,$@))) | xargs iso639 -m -n}))"; \
T="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(lastword $(subst 2, ,$(patsubst tatoeba-%-dist,%,$@))) | xargs iso639 -m -n}))"; \
${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" ${TATOEBA_PARAMS} best-dist )
${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" ${TATOEBA_PARAMS} dist )
# ${MAKE} LANGPAIRSTR=$$s-$$t SRCLANGS="$$S" TRGLANGS="$$T" ${TATOEBA_PARAMS} best-dist )
##------------------------------------------------------------------------------------
@ -538,36 +581,83 @@ tatoeba-%-dist:
## for a specific language pair
## set SRC and TRG to specify the language pair, e.g.
##
## make SRC=nld TRG=yid tatoeba-gem2gem-langtune
## make TUNE_SRC=bel TUNE_TRG=nld tatoeba-zle2gmw-langtune
## make TUNE_SRC=bel TUNE_TRG=nld tatoeba-zle2gmw-langtunedist
##
## (makes only sense if there is already a pre-trained multilingual model)
## (makes only sense if there is already such a pre-trained multilingual model)
## langtune for all language combinations:
##
## make TUNE_SRC=bel TUNE_TRG=nld tatoeba-zle2gmw-langtuneall
## make TUNE_SRC=bel TUNE_TRG=nld tatoeba-zle2gmw-langtunealldist
##
## start langtunejobs:
##
## make TUNE_SRC=bel TUNE_TRG=nld tatoeba-zle2gmw-langtunejob
## make TUNE_SRC=bel TUNE_TRG=nld tatoeba-zle2gmw-langtunealljobs
##------------------------------------------------------------------------------------
tatoeba-%-langtune:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtune,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtune,%,$@))); \
${MAKE} LANGPAIRSTR=$$s-$$t \
MARIAN_VALID_FREQ=${TUNE_VALID_FREQ} \
TATOEBA_TUNE_PARAMS = MARIAN_VALID_FREQ=${TUNE_VALID_FREQ} \
CONTINUE_EXISTING=1 \
MARIAN_EARLY_STOPPING=${TUNE_EARLY_STOPPING} \
MARIAN_EXTRA='-e 5 --no-restore-corpus' \
GPUJOB_SUBMIT=${TUNE_GPUJOB_SUBMIT} \
DATASET=${DATASET}-tuned4${TUNE_SRC}${TUNE_TRG} \
DATASET=${DATASET}-tuned4${TUNE_SRC}2${TUNE_TRG} \
TATOEBA_DEVSET_NAME=Tatoeba-dev.${TUNE_SRC}-${TUNE_TRG} \
TATOEBA_TESTSET_NAME=Tatoeba-test.${TUNE_SRC}-${TUNE_TRG} \
SRCLANGS="${TUNE_SRC}" \
TRGLANGS="${TUNE_TRG}" tatoeba-job )
TRGLANGS="${TUNE_TRG}"
tatoeba-%-langtune-dist:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtune-dist,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtune-dist,%,$@))); \
${MAKE} LANGPAIRSTR=$$s-$$t \
SRCLANGS="${TUNE_SRC}" \
TRGLANGS="${TUNE_TRG}" \
DATASET=${DATASET}-tuned4${TUNE_SRC}${TUNE_TRG}
TATOEBA_DEVSET_NAME=Tatoeba-dev.${TUNE_SRC}-${TUNE_TRG} \
TATOEBA_TESTSET_NAME=Tatoeba-test.${TUNE_SRC}-${TUNE_TRG} \
${TATOEBA_PARAMS} dist )
tatoeba-%-langtune:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtune,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtune,%,$@))); \
${MAKE} LANGPAIRSTR=$$s-$$t ${TATOEBA_TUNE_PARAMS} tatoeba )
tatoeba-%-langtunejob:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtunejob,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtunejob,%,$@))); \
${MAKE} LANGPAIRSTR=$$s-$$t ${TATOEBA_TUNE_PARAMS} tatoeba-job )
tatoeba-%-langtunedist:
${MAKE} DATASET=${DATASET}-tuned4${TUNE_SRC}2${TUNE_TRG} ${@:-langtunedist=-dist}
tatoeba-%-langtuneall:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtuneall,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtuneall,%,$@))); \
S="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(firstword $(subst 2, ,$(patsubst tatoeba-%-langtuneall,%,$@))) | xargs iso639 -m -n}))"; \
T="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(lastword $(subst 2, ,$(patsubst tatoeba-%-langtuneall,%,$@))) | xargs iso639 -m -n}))"; \
for a in $$S; do \
for b in $$T; do \
if [ "$$a" != "$$b" ]; then \
${MAKE} TUNE_SRC=$$a TUNE_TRG=$$b ${@:-langtuneall=-langtune}; \
fi \
done \
done )
tatoeba-%-langtunealldist:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtunealldist,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtunealldist,%,$@))); \
S="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(firstword $(subst 2, ,$(patsubst tatoeba-%-langtunealldist,%,$@))) | xargs iso639 -m -n}))"; \
T="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(lastword $(subst 2, ,$(patsubst tatoeba-%-langtunealldist,%,$@))) | xargs iso639 -m -n}))"; \
for a in $$S; do \
for b in $$T; do \
if [ "$$a" != "$$b" ]; then \
${MAKE} TUNE_SRC=$$a TUNE_TRG=$$b ${@:-langtunealldist=-langtunedist}; \
fi \
done \
done )
tatoeba-%-langtunealljobs:
( s=$(firstword $(subst 2, ,$(patsubst tatoeba-%-langtunealljobs,%,$@))); \
t=$(lastword $(subst 2, ,$(patsubst tatoeba-%-langtunealljobs,%,$@))); \
S="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(firstword $(subst 2, ,$(patsubst tatoeba-%-langtunealljobs,%,$@))) | xargs iso639 -m -n}))"; \
T="$(filter ${OPUS_LANGS3},$(sort ${PIVOT} ${shell langgroup $(lastword $(subst 2, ,$(patsubst tatoeba-%-langtunealljobs,%,$@))) | xargs iso639 -m -n}))"; \
for a in $$S; do \
for b in $$T; do \
if [ "$$a" != "$$b" ]; then \
${MAKE} WALLTIME=12 TUNE_SRC=$$a TUNE_TRG=$$b ${@:-langtunealljobs=-langtunejob}; \
fi \
done \
done )
@ -1095,6 +1185,7 @@ testsets/${LANGPAIR}/Tatoeba-test.${LANGPAIR}.%: ${TATOEBA_DATA}/Tatoeba-test.${
## generate result tables
###############################################################################
TATOEBA_READMES = $(wildcard models-tatoeba/*/README.md)
# RESULT_MDTABLE_HEADER = | Model | Language Pair | Test Set | chrF2 | BLEU | BP | Reference Length |\n|:---|----|----|----:|---:|----:|---:|\n
# ADD_MDHEADER = perl -pe '@a=split;print "\n${RESULT_MDTABLE_HEADER}" if ($$b ne $$a[1]);$$b=$$a[1];'
@ -1133,8 +1224,25 @@ results/tatoeba-models-all.md: tatoeba-models-all
sed 's/ / | /g;s/^/| /;s/$$/ |/' >> $@
## update files in the workdir
## (to be included in the git repository)
work-tatoeba/tatoeba-results%: tatoeba-results%
mkdir -p ${dir $@}
-cat $@ > $@.old
cp $< $@.new
cat $@.old $@.new | sort | uniq > $@
rm -f $@.old $@.new
work-tatoeba/tatoeba-models-all: tatoeba-models-all
mkdir -p ${dir $@}
-cat $@ > $@.old
cp $< $@.new
cat $@.old $@.new | sort | uniq > $@
rm -f $@.old $@.new
## get all results for all models and test sets
tatoeba-results-all:
tatoeba-results-all: ${TATOEBA_READMES}
find work-tatoeba -name '*.eval' | sort | xargs grep chrF2 > $@.1
find work-tatoeba -name '*.eval' | sort | xargs grep BLEU > $@.2
cut -f3 -d '/' $@.1 | sed 's/^.*\.\([^\.]*\)\.\([^\.]*\)\.eval:.*$$/\1-\2/' > $@.langpair
@ -1150,7 +1258,7 @@ tatoeba-results-all:
rm -f $@.model $@.langpair $@.testset $@.chrF2 $@.bleu $@.bp $@.reflen
rm -f $@.modeldir $@.dataset $@.1 $@.2
tatoeba-models-all:
tatoeba-models-all: ${TATOEBA_READMES}
find work-tatoeba -name 'Tatoeba-test.opus*.eval' | sort | xargs grep chrF2 > $@.1
find work-tatoeba -name 'Tatoeba-test.opus*.eval' | sort | xargs grep BLEU > $@.2
cut -f3 -d '/' $@.1 | sed 's/^.*\.\([^\.]*\)\.\([^\.]*\)\.eval:.*$$/\1-\2/' > $@.langpair
@ -1166,9 +1274,6 @@ tatoeba-models-all:
rm -f $@.model $@.langpair $@.testset $@.chrF2 $@.bleu $@.bp $@.reflen
rm -f $@.modeldir $@.dataset $@.1 $@.2
TATOEBA_READMES = $(wildcard models-tatoeba/*/README.md)
models-tatoeba/released-models.txt: ${TATOEBA_READMES}
-cat $@ > $@.old
find models-tatoeba/ -name '*.eval.txt' | sort | xargs grep chrF2 > $@.1

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@ -0,0 +1,699 @@
aav-aav/opus multi-multi Tatoeba-test 0.324 16.6 1.000 71329
aav-alg/opus multi-multi Tatoeba-test 0.381 23.6 0.951 36716
aav-apa/opus multi-multi Tatoeba-test 0.374 22.9 0.949 37081
aav-aql/opus multi-multi Tatoeba-test 0.387 24.3 0.944 36716
aav-art/opus multi-multi Tatoeba-test 0.309 13.7 1.000 69917
aav-ath/opus multi-multi Tatoeba-test 0.374 22.9 0.933 37081
aav-awd/opus multi-multi Tatoeba-test 0.383 23.6 0.949 36693
aav-azc/opus multi-multi Tatoeba-test 0.380 23.4 0.968 36880
aav-bai/opus multi-multi Tatoeba-test 0.384 23.8 0.952 36693
aav-bat/opus multi-multi Tatoeba-test 0.480 27.8 0.990 63110
aav-ber/opus multi-multi Tatoeba-test 0.122 0.8 1.000 59624
aav-btk/opus multi-multi Tatoeba-test 0.383 23.7 0.955 36693
aav-cau/opus multi-multi Tatoeba-test 0.347 21.4 0.964 41447
aav-ccn/opus multi-multi Tatoeba-test 0.378 23.3 0.925 36972
aav-ccs/opus multi-multi Tatoeba-test 0.356 22.3 0.975 41168
aav-cdc/opus multi-multi Tatoeba-test 0.386 23.7 0.959 37072
aav-cel/opus multi-multi Tatoeba-test 0.349 19.8 0.970 65701
aav-cmc/opus multi-multi Tatoeba-test 0.385 23.7 0.943 36693
aav-cpf/opus multi-multi Tatoeba-test 0.380 23.1 0.943 37705
aav-cus/opus multi-multi Tatoeba-test 0.386 23.8 0.926 36696
aav-dmn/opus multi-multi Tatoeba-test 0.387 24.3 0.957 36715
aav-esx/opus multi-multi Tatoeba-test 0.378 23.1 0.938 36941
aav-euq/opus multi-multi Tatoeba-test 0.423 24.5 0.967 43773
aav-fox/opus multi-multi Tatoeba-test 0.386 23.9 0.953 36693
aav-gme/opus multi-multi Tatoeba-test 0.366 23.2 0.981 38553
aav-grk/opus multi-multi Tatoeba-test 0.561 38.2 0.999 63406
aav-hmx/opus multi-multi Tatoeba-test 0.369 21.7 0.996 37817
afa-afa/opus multi-multi Tatoeba-test 0.412 20.3 1.000 62781
afr-deu/opus afr-deu Tatoeba-test 0.671 47.1 1.000 9105
afr-eng/opus afr-eng Tatoeba-test 0.738 59.4 0.996 9622
afr-epo/opus afr-epo Tatoeba-test 0.411 18.3 0.995 7517
afr-rus/opus afr-rus Tatoeba-test 0.580 38.2 0.992 1213
afr-spa/opus afr-spa Tatoeba-test 0.680 49.9 1.000 2783
apa-apa/opus multi-multi Tatoeba-test 0.111 0.3 1.000 933
ara-deu/opus ara-deu Tatoeba-test 0.629 44.7 0.986 8371
ara-deu/opus ara-deu Tatoeba-test 0.630 44.5 0.982 8371
ara-ell/opus ara-ell Tatoeba-test 0.641 44.9 0.997 2009
ara-eng/opus ara-eng Tatoeba-test 0.617 44.9 0.984 73977
ara-epo/opus ara-epo Tatoeba-test 0.376 18.9 0.948 4506
ara-fra/opus ara-fra Tatoeba-test 0.562 39.8 0.994 11066
ara-heb/opus ara-heb Tatoeba-test 0.605 40.4 1.000 6801
ara-ita/opus ara-ita Tatoeba-test 0.639 43.2 0.983 1495
ara-jpn/opus ara-jpn Tatoeba-test 0.196 15.9 0.632 11502
ara-rus/opus ara-rus Tatoeba-test 0.606 42.3 0.974 21830
ara-tur/opus ara-tur Tatoeba-test 0.614 32.8 0.936 6949
art-art/opus multi-multi Tatoeba-test 0.279 11.1 1.000 68347
ath-ath/opus multi-multi Tatoeba-test 0.111 0.3 1.000 933
bat-bat/opus multi-multi Tatoeba-test 0.611 41.6 0.978 57287
bel-deu/opus bel-deu Tatoeba-test 0.102 0.8 0.516 4175
bel-eng/opus bel-eng Tatoeba-test 0.268 10.0 0.881 18571
bel-epo/opus bel-epo Tatoeba-test 0.028 0.0 1.000 5452
bel-fra/opus bel-fra Tatoeba-test 0.108 1.7 0.494 2005
bel-ita/opus bel-ita Tatoeba-test 0.097 0.7 0.611 1681
bel-nld/opus bel-nld Tatoeba-test 0.096 0.7 0.520 4809
bel-pol/opus bel-pol Tatoeba-test 0.081 0.8 0.447 1706
bel-rus/opus bel-rus Tatoeba-test 0.141 2.7 1.000 18895
bel-spa/opus bel-spa Tatoeba-test 0.272 11.8 0.892 1412
bel-ukr/opus bel-ukr Tatoeba-test 0.122 3.7 0.832 15179
ben-eng/opus ben-eng Tatoeba-test 0.639 49.7 0.976 13978
ber-ber/opus multi-multi Tatoeba-test 0.105 0.2 1.000 57311
ber-eng/opus ber-eng Tatoeba-test 0.095 0.0 1.000 72695
bre-eng/opus bre-eng Tatoeba-test 0.256 8.3 1.000 2065
bre-fra/opus bre-fra Tatoeba-test 0.233 5.6 0.948 13343
bul-deu/opus bul-deu Tatoeba-test 0.677 49.5 0.996 2218
bul-eng/opus bul-eng Tatoeba-test 0.720 58.3 0.983 71868
bul-epo/opus bul-epo Tatoeba-test 0.438 24.5 0.967 4043
bul-fra/opus bul-fra Tatoeba-test 0.693 53.7 0.977 3669
bul-ita/opus bul-ita Tatoeba-test 0.653 43.1 0.987 16951
bul-jpn/opus bul-jpn Tatoeba-test 0.241 16.2 1.000 2892
bul-rus/opus afr-nld Tatoeba-test 0.715 55.2 0.995 6710
bul-spa/opus bul-spa Tatoeba-test 0.661 49.1 0.992 1783
bul-tur/opus bul-tur Tatoeba-test 0.686 40.2 0.956 4945
bul-ukr/opus bul-ukr Tatoeba-test 0.683 49.2 0.983 4932
cat-deu/opus cat-deu Tatoeba-test 0.593 39.5 1.000 5643
cat-eng/opus cat-eng Tatoeba-test 0.668 50.2 0.958 12627
cat-epo/opus cat-epo Tatoeba-test 0.028 0.0 1.000 5383
cat-fra/opus cat-fra Tatoeba-test 0.694 52.4 0.987 5517
cat-ita/opus cat-ita Tatoeba-test 0.690 48.6 0.985 1995
cat-nld/opus cat-nld Tatoeba-test 0.632 45.1 0.965 4157
cat-por/opus cat-por Tatoeba-test 0.659 44.8 0.950 5847
cat-spa/opus cat-spa Tatoeba-test 0.856 73.9 0.993 12094
cat-ukr/opus cat-ukr Tatoeba-test 0.503 28.6 0.967 2438
cat-zho/opus cat-zho Tatoeba-test 0.069 6.4 0.897 1216
cau-cau/opus multi-multi Tatoeba-test 0.110 1.2 1.000 11026
ccn-ccn/opus multi-multi Tatoeba-test 0.102 0.3 1.000 561
ccs-ccs/opus multi-multi Tatoeba-test 0.365 25.4 1.000 10465
cdc-cdc/opus multi-multi Tatoeba-test 0.353 8.9 1.000 824
ceb-deu/opus ceb-deu Tatoeba-test 0.310 9.9 0.920 7376
ceb-eng/opus ceb-eng Tatoeba-test 0.387 21.5 1.000 2293
cel-cel/opus multi-multi Tatoeba-test 0.357 20.5 1.000 60129
ces-deu/opus ces-deu Tatoeba-test 0.692 51.5 0.978 27155
ces-eng/opus ces-eng Tatoeba-test 0.719 57.0 0.963 75376
ces-epo/opus ces-epo Tatoeba-test 0.459 26.0 0.940 24901
ces-fra/opus ces-fra Tatoeba-test 0.720 56.0 0.982 3231
ces-hun/opus ces-hun Tatoeba-test 0.691 48.6 0.975 10352
ces-ita/opus ces-ita Tatoeba-test 0.675 44.9 0.982 7872
ces-lat/opus ces-lat Tatoeba-test 0.060 0.2 0.549 1775
ces-pol/opus ces-pol Tatoeba-test 0.701 50.5 0.965 3369
ces-rus/opus ces-rus Tatoeba-test 0.722 55.1 0.979 15084
ces-slv/opus ces-slv Tatoeba-test 0.239 5.1 0.994 1823
ces-spa/opus ces-spa Tatoeba-test 0.706 53.4 0.971 12716
ces-ukr/opus ces-ukr Tatoeba-test 0.680 50.9 0.994 8891
cha-eng/opus cha-eng Tatoeba-test 0.113 0.1 1.000 1212
chv-eng/opus chv-eng Tatoeba-test 0.120 0.1 1.000 2240
chv-rus/opus chv-rus Tatoeba-test 0.112 0.5 0.965 2288
chv-tur/opus chv-tur Tatoeba-test 0.114 0.1 1.000 2573
cpf-cpf/opus multi-multi Tatoeba-test 0.358 18.5 1.000 2002
cpp-cpp/opus multi-multi Tatoeba-test 0.586 37.0 0.977 70408
crh-tur/opus crh-tur Tatoeba-test 0.136 0.3 0.957 2046
cus-cus/opus multi-multi Tatoeba-test 0.183 11.0 1.000 6
cym-eng/opus cym-eng Tatoeba-test 0.535 35.6 1.000 5563
dan-deu/opus dan-deu Tatoeba-test 0.740 56.7 0.993 76069
dan-eng/opus dan-eng Tatoeba-test 0.776 64.4 0.977 73617
dan-epo/opus dan-epo Tatoeba-test 0.432 23.6 0.942 69856
dan-fin/opus dan-fin Tatoeba-test 0.617 37.4 0.928 14305
dan-fra/opus dan-fra Tatoeba-test 0.759 63.0 1.000 11929
dan-ita/opus dan-ita Tatoeba-test 0.727 52.7 0.977 2202
dan-jpn/opus dan-jpn Tatoeba-test 0.317 22.3 1.000 6970
dan-nld/opus dan-nld Tatoeba-test 0.778 64.4 0.993 10802
dan-nor/opus dan-nor Tatoeba-test 0.863 76.0 0.999 9691
dan-por/opus dan-por Tatoeba-test 0.733 54.7 1.000 5351
dan-rus/opus dan-rus Tatoeba-test 0.715 52.5 0.991 10480
dan-spa/opus dan-spa Tatoeba-test 0.718 53.8 0.974 35528
dan-swe/opus dan-swe Tatoeba-test 0.832 72.1 0.988 10082
dan-tur/opus dan-tur Tatoeba-test 0.662 40.5 0.945 3429
deu-afr/opus deu-afr Tatoeba-test 0.690 51.3 1.000 9507
deu-ara/opus deu-ara Tatoeba-test 0.486 17.8 0.967 6324
deu-ara/opus deu-ara Tatoeba-test 0.486 19.7 0.993 6324
deu-bel/opus deu-bel Tatoeba-test 0.084 1.0 0.761 3595
deu-bul/opus deu-bul Tatoeba-test 0.683 50.7 0.980 2032
deu-cat/opus deu-cat Tatoeba-test 0.582 37.4 0.956 5507
deu-ceb/opus deu-ceb Tatoeba-test 0.413 9.3 1.000 6330
deu-ces/opus deu-ces Tatoeba-test 0.631 42.4 0.976 22864
deu-dan/opus deu-dan Tatoeba-test 0.727 56.6 0.981 74655
deu-ell/opus deu-ell Tatoeba-test 0.652 45.3 0.982 15517
deu-eng/opus deu-eng Tatoeba-test 0.696 53.4 0.976 81233
deu-epo/opus deu-epo Tatoeba-test 0.453 24.1 0.938 87063
deu-est/opus deu-est Tatoeba-test 0.741 55.4 0.984 1222
deu-eus/opus deu-eus Tatoeba-test 0.574 31.8 0.921 2829
deu-fas/opus deu-fas Tatoeba-test 0.335 10.4 0.960 49882
deu-fin/opus deu-fin Tatoeba-test 0.634 40.1 0.944 14145
deu-fra/opus deu-fra Tatoeba-test 0.661 48.6 0.979 81669
deu-hbs/opus deu-hbs Tatoeba-test 0.330 20.1 0.752 27682
deu-heb/opus deu-heb Tatoeba-test 0.580 37.1 0.980 20337
deu-hsb/opus deu-hsb Tatoeba-test 0.078 0.2 0.673 3903
deu-hun/opus deu-hun Tatoeba-test 0.582 33.0 0.954 68302
deu-ina/opus deu-ina Tatoeba-test 0.111 0.2 0.731 12280
deu-isl/opus deu-isl Tatoeba-test 0.533 27.1 0.962 5939
deu-jpn/opus deu-jpn Tatoeba-test 0.262 15.7 1.000 91644
deu-kor/opus deu-kor Tatoeba-test 0.262 5.0 0.865 6719
deu-kur/opus deu-kur Tatoeba-test 0.016 0.0 0.420 1249
deu-lat/opus deu-lat Tatoeba-test 0.053 0.2 0.518 10538
deu-msa/opus deu-msa Tatoeba-test 0.613 34.8 0.951 3729
deu-nds/opus deu-nds Tatoeba-test 0.287 6.4 0.914 76144
deu-nor/opus deu-nor Tatoeba-test 0.667 47.3 0.980 32928
deu-run/opus deu-run Tatoeba-test 0.366 7.8 1.000 6954
deu-tat/opus deu-tat Tatoeba-test 0.138 0.9 1.000 21331
deu-tgl/opus deu-tgl Tatoeba-test 0.425 12.9 1.000 4658
deu-ukr/opus deu-ukr Tatoeba-test 0.612 40.2 0.984 54213
deu-vie/opus deu-vie Tatoeba-test 0.443 25.0 1.000 3768
deu-zho/opus deu-zho Tatoeba-test 0.275 32.4 0.856 25167
dmn-dmn/opus multi-multi Tatoeba-test 0.046 5.9 0.701 42
dra-dra/opus multi-multi Tatoeba-test 0.486 26.8 1.000 18569
ell-ara/opus ell-ara Tatoeba-test 0.482 22.5 0.983 1686
ell-deu/opus ell-deu Tatoeba-test 0.692 53.3 0.989 17025
ell-epo/opus ell-epo Tatoeba-test 0.517 32.4 0.979 3807
eng-afr/opus eng-afr Tatoeba-test 0.728 54.5 0.965 10317
eng-ara/opus eng-ara Tatoeba-test 0.437 14.0 1.000 58935
eng-bel/opus eng-bel Tatoeba-test 0.261 8.2 0.918 16237
eng-ben/opus eng-ben Tatoeba-test 0.481 16.6 1.000 11654
eng-ber/opus eng-ber Tatoeba-test 0.074 0.0 1.000 65469
eng-bre/opus eng-bre Tatoeba-test 0.233 4.2 0.802 2269
eng-bul/opus eng-bul Tatoeba-test 0.565 36.0 1.000 69500
eng-cat/opus eng-cat Tatoeba-test 0.659 46.5 0.984 12344
eng-ceb/opus eng-ceb Tatoeba-test 0.432 11.3 1.000 2088
eng-ces/opus eng-ces Tatoeba-test 0.663 47.8 0.988 65288
eng-cha/opus eng-cha Tatoeba-test 0.109 0.1 1.000 1080
eng-chv/opus eng-chv Tatoeba-test 0.118 0.2 1.000 1716
eng-cym/opus eng-cym Tatoeba-test 0.499 27.4 0.968 6020
eng-dan/opus eng-dan Tatoeba-test 0.753 61.7 0.987 73213
eng-deu/opus eng-deu Tatoeba-test 0.655 45.8 0.995 83347
eng-epo/opus eng-epo Tatoeba-test 0.577 35.6 0.973 76439
eng-eus/opus eng-eus Tatoeba-test 0.590 31.8 0.944 7080
eng-fas/opus eng-fas Tatoeba-test 0.364 11.8 0.924 62270
eng-fin/opus eng-fin Tatoeba-test 0.629 38.7 0.935 60517
eng-fry/opus eng-fry Tatoeba-test 0.202 4.7 0.895 1529
eng-gla/opus eng-gla Tatoeba-test 0.159 0.4 1.000 7072
eng-gle/opus eng-gle Tatoeba-test 0.593 37.5 1.000 12200
eng-glg/opus eng-glg Tatoeba-test 0.593 37.8 0.976 7830
eng-heb/opus eng-heb Tatoeba-test 0.602 37.9 1.000 60359
eng-hin/opus eng-hin Tatoeba-test 0.447 16.1 1.000 32904
eng-hye/opus eng-hye Tatoeba-test 0.267 7.2 1.000 5115
eng-ilo/opus eng-ilo Tatoeba-test 0.569 30.8 1.000 7241
eng-isl/opus eng-isl Tatoeba-test 0.516 24.7 0.935 18999
eng-jav/opus eng-jav Tatoeba-test 0.085 0.2 1.000 1615
eng-jpn/opus eng-jpn Tatoeba-test 0.266 15.7 1.000 99206
eng-kab/opus eng-kab Tatoeba-test 0.113 0.2 1.000 54472
eng-kat/opus eng-kat Tatoeba-test 0.157 5.1 1.000 4473
eng-kaz/opus eng-kaz Tatoeba-test 0.181 3.1 0.825 2151
eng-khm/opus eng-khm Tatoeba-test 0.103 0.1 1.000 1737
eng-kur/opus eng-kur Tatoeba-test 0.087 0.1 0.859 1723
eng-ltz/opus eng-ltz Tatoeba-test 0.123 0.5 0.938 1733
eng-mal/opus eng-mal Tatoeba-test 0.497 11.7 0.966 4265
eng-mar/opus eng-mar Tatoeba-test 0.110 0.7 1.000 58672
eng-mkd/opus eng-mkd Tatoeba-test 0.641 45.1 0.975 61969
eng-mlt/opus eng-mlt Tatoeba-test 0.579 20.0 1.000 899
eng-mon/opus eng-mon Tatoeba-test 0.173 2.2 0.972 2385
eng-mri/opus eng-mri Tatoeba-test 0.257 4.8 1.000 3742
eng-mya/opus eng-mya Tatoeba-test 0.069 0.2 1.000 1208
eng-nds/opus eng-nds Tatoeba-test 0.205 2.8 1.000 18264
eng-oci/opus eng-oci Tatoeba-test 0.036 0.0 0.229 5219
eng-pan/opus eng-pan Tatoeba-test 0.256 2.5 1.000 1206
eng-por/opus eng-por Tatoeba-test 0.652 43.9 0.969 75371
eng-que/opus eng-que Tatoeba-test 0.177 0.5 1.000 1083
eng-rom/opus eng-rom Tatoeba-test 0.134 0.4 1.000 4974
eng-ron/opus eng-ron Tatoeba-test 0.665 45.0 0.990 36851
eng-run/opus eng-run Tatoeba-test 0.436 10.4 1.000 6710
eng-spa/opus eng-spa Tatoeba-test 0.721 55.1 0.978 77311
eng-sqi/opus eng-sqi Tatoeba-test 0.671 46.0 0.993 7880
eng-swa/opus eng-swa Tatoeba-test 0.604 23.2 1.000 3762
eng-tam/opus eng-tam Tatoeba-test 0.405 6.8 1.000 1501
eng-tat/opus eng-tat Tatoeba-test 0.170 2.0 1.000 8908
eng-tel/opus eng-tel Tatoeba-test 0.285 4.1 1.000 1208
eng-tgl/opus eng-tgl Tatoeba-test 0.571 26.3 1.000 35602
eng-tha/opus eng-tha Tatoeba-test 0.544 1.9 1.000 1596
eng-tuk/opus eng-tuk Tatoeba-test 0.156 0.9 1.000 15504
eng-tur/opus eng-tur Tatoeba-test 0.684 41.5 0.932 60469
eng-uig/opus eng-uig Tatoeba-test 0.127 0.0 1.000 15757
eng-ukr/opus eng-ukr Tatoeba-test 0.594 38.5 0.977 60756
eng-urd/opus eng-urd Tatoeba-test 0.390 12.1 1.000 12155
eng-uzb/opus eng-uzb Tatoeba-test 0.151 0.2 1.000 2012
eng-vie/opus eng-vie Tatoeba-test 0.542 37.2 0.973 24427
eng-war/opus eng-war Tatoeba-test 0.390 9.7 1.000 11027
eng-yid/opus eng-yid Tatoeba-test 0.120 0.2 1.000 8094
epo-afr/opus epo-afr Tatoeba-test 0.369 19.5 0.957 8432
epo-ara/opus epo-ara Tatoeba-test 0.310 6.2 0.906 3591
epo-bel/opus epo-bel Tatoeba-test 0.007 0.1 0.526 4983
epo-bul/opus epo-bul Tatoeba-test 0.395 19.0 0.891 3961
epo-cat/opus epo-cat Tatoeba-test 0.031 0.0 1.000 5545
epo-ces/opus epo-ces Tatoeba-test 0.376 17.5 0.922 22148
epo-dan/opus epo-dan Tatoeba-test 0.407 21.6 0.936 72349
epo-deu/opus epo-deu Tatoeba-test 0.413 19.9 0.902 92868
epo-ell/opus epo-ell Tatoeba-test 0.438 23.2 0.916 3892
epo-eng/opus epo-eng Tatoeba-test 0.558 36.4 0.941 79719
epo-fas/opus epo-fas Tatoeba-test 0.089 0.1 0.725 40190
epo-fin/opus epo-fin Tatoeba-test 0.371 15.9 0.894 15881
epo-fra/opus epo-fra Tatoeba-test 0.468 25.4 0.928 84797
epo-glg/opus epo-glg Tatoeba-test 0.099 0.3 0.517 2236
epo-hbs/opus epo-hbs Tatoeba-test 0.176 3.7 0.802 17999
epo-heb/opus epo-heb Tatoeba-test 0.306 11.5 0.943 65645
epo-hun/opus epo-hun Tatoeba-test 0.333 12.8 0.914 65704
epo-ido/opus epo-ido Tatoeba-test 0.126 0.1 1.000 15300
epo-isl/opus epo-isl Tatoeba-test 0.254 8.0 1.000 1553
epo-ita/opus epo-ita Tatoeba-test 0.263 7.7 0.883 67118
epo-lit/opus epo-lit Tatoeba-test 0.280 7.5 0.877 62528
epo-nds/opus epo-nds Tatoeba-test 0.126 0.3 1.000 18330
epo-nld/opus epo-nld Tatoeba-test 0.337 15.3 0.864 78770
epo-nor/opus epo-nor Tatoeba-test 0.259 8.0 0.883 29074
epo-oci/opus epo-oci Tatoeba-test 0.080 0.1 1.000 5149
epo-pol/opus epo-pol Tatoeba-test 0.392 17.2 0.893 15343
epo-por/opus epo-por Tatoeba-test 0.437 20.6 0.883 89991
epo-ron/opus epo-ron Tatoeba-test 0.266 9.0 0.847 25619
epo-rus/opus epo-rus Tatoeba-test 0.379 17.7 0.918 71288
epo-slv/opus epo-slv Tatoeba-test 0.194 3.0 0.970 1765
epo-spa/opus epo-spa Tatoeba-test 0.519 29.3 0.916 77893
epo-swe/opus epo-swe Tatoeba-test 0.463 29.5 0.964 10977
epo-tgl/opus epo-tgl Tatoeba-test 0.077 0.4 0.941 17704
epo-tur/opus epo-tur Tatoeba-test 0.329 9.8 0.816 27062
epo-ukr/opus epo-ukr Tatoeba-test 0.071 0.6 0.591 13514
epo-vie/opus epo-vie Tatoeba-test 0.273 10.0 1.000 17797
epo-yid/opus epo-yid Tatoeba-test 0.108 0.1 1.000 6378
epo-zho/opus epo-zho Tatoeba-test 0.047 3.0 0.891 22149
est-deu/opus est-deu Tatoeba-test 0.681 50.8 1.000 1390
est-rus/opus est-rus Tatoeba-test 0.702 50.2 0.988 3569
esx-esx/opus multi-multi Tatoeba-test 0.207 4.5 1.000 675
euq-euq/opus multi-multi Tatoeba-test 0.583 36.3 0.950 15237
eus-deu/opus eus-deu Tatoeba-test 0.562 36.3 0.953 3315
eus-eng/opus eus-eng Tatoeba-test 0.627 45.2 0.966 8157
eus-jpn/opus eus-jpn Tatoeba-test 0.071 2.4 0.783 1194
eus-rus/opus eus-rus Tatoeba-test 0.502 31.3 0.942 2428
eus-spa/opus eus-spa Tatoeba-test 0.673 48.8 0.964 12469
fas-deu/opus fas-deu Tatoeba-test 0.527 29.6 1.000 51180
fas-eng/opus fas-eng Tatoeba-test 0.566 38.2 0.969 63016
fas-epo/opus fas-epo Tatoeba-test 0.117 0.3 0.995 36714
fas-rus/opus fas-rus Tatoeba-test 0.474 18.6 1.000 62
fas-tur/opus fas-tur Tatoeba-test 0.626 32.0 1.000 300
fin-dan/opus fin-dan Tatoeba-test 0.708 55.0 1.000 16672
fin-deu/opus fin-deu Tatoeba-test 0.658 47.4 1.000 18076
fin-eng/opus fin-eng Tatoeba-test 0.697 53.4 0.990 74651
fin-epo/opus fin-epo Tatoeba-test 0.413 22.5 0.949 18881
fin-kur/opus fin-kur Tatoeba-test 0.096 0.2 0.836 1852
fin-lat/opus fin-lat Tatoeba-test 0.043 0.2 0.459 1445
fin-nor/opus fin-nor Tatoeba-test 0.699 50.6 1.000 14768
fiu-fiu/opus multi-multi Tatoeba-test 0.599 39.9 0.973 64338
fra-ara/opus fra-ara Tatoeba-test 0.439 14.4 1.000 7956
fra-bel/opus fra-bel Tatoeba-test 0.065 0.9 0.510 1703
fra-bre/opus fra-bre Tatoeba-test 0.210 3.8 0.849 14394
fra-bul/opus fra-bul Tatoeba-test 0.657 46.3 0.953 3286
fra-cat/opus fra-cat Tatoeba-test 0.645 43.4 0.982 5214
fra-ces/opus fra-ces Tatoeba-test 0.672 46.7 0.993 2625
fra-dan/opus fra-dan Tatoeba-test 0.766 63.7 0.997 11361
fra-deu/opus fra-deu Tatoeba-test 0.678 49.5 0.997 80271
fra-epo/opus fra-epo Tatoeba-test 0.509 29.2 0.976 78053
fra-heb/opus fra-heb Tatoeba-test 0.598 39.2 1.000 20655
fra-ina/opus fra-ina Tatoeba-test 0.132 0.5 1.000 9325
fra-msa/opus fra-msa Tatoeba-test 0.620 35.6 0.972 6696
fra-nds/opus fra-nds Tatoeba-test 0.186 2.0 0.934 5571
fra-nor/opus fra-nor Tatoeba-test 0.703 53.7 0.988 3089
fra-oci/opus fra-oci Tatoeba-test 0.097 0.3 1.000 6047
fra-run/opus fra-run Tatoeba-test 0.368 7.4 1.000 5095
fra-tat/opus fra-tat Tatoeba-test 0.250 6.4 1.000 1562
fra-tgl/opus fra-tgl Tatoeba-test 0.529 21.1 1.000 11556
fra-uig/opus fra-uig Tatoeba-test 0.099 0.0 1.000 3384
fra-ukr/opus fra-ukr Tatoeba-test 0.599 39.3 0.986 54082
fra-vie/opus fra-vie Tatoeba-test 0.486 31.1 0.985 13219
fry-eng/opus fry-eng Tatoeba-test 0.226 4.9 0.923 1500
fry-nld/opus fry-nld Tatoeba-test 0.120 0.4 0.585 1672
gem-gem/opus multi-multi Tatoeba-test 0.625 44.1 1.000 72899
gla-eng/opus gla-eng Tatoeba-test 0.120 0.4 1.000 6366
gla-spa/opus gla-spa Tatoeba-test 0.109 0.3 0.970 1608
gle-eng/opus gle-eng Tatoeba-test 0.672 51.6 1.000 11247
glg-eng/opus glg-eng Tatoeba-test 0.628 44.4 0.975 8365
glg-epo/opus glg-epo Tatoeba-test 0.025 0.0 1.000 2257
glg-por/opus glg-por Tatoeba-test 0.756 58.5 0.978 3078
glg-spa/opus glg-spa Tatoeba-test 0.836 72.2 0.982 17443
gmq-gmq/opus multi-multi Tatoeba-test 0.717 57.1 0.974 72271
gmw-gmw/opus multi-multi Tatoeba-test 0.567 36.4 1.000 73472
gmw-zle/opus1m multi-multi Tatoeba-test 0.596 38.9 1.000 60318
grk-grk/opus multi-multi Tatoeba-test 0.696 54.6 0.992 61220
grn-spa/opus grn-spa Tatoeba-test 0.157 1.0 1.000 3866
hbs-deu/opus hbs-deu Tatoeba-test 0.692 51.5 0.987 31118
hbs-epo/opus hbs-epo Tatoeba-test 0.231 7.2 0.968 18457
hbs-ukr/opus hbs-ukr Tatoeba-test 0.653 46.4 0.990 4959
heb-ara/opus heb-ara Tatoeba-test 0.532 23.6 0.926 6372
heb-deu/opus heb-deu Tatoeba-test 0.645 45.2 0.992 25096
heb-eng/opus heb-eng Tatoeba-test 0.670 52.0 0.969 73560
heb-epo/opus heb-epo Tatoeba-test 0.348 17.6 0.899 78217
heb-fra/opus heb-fra Tatoeba-test 0.644 47.3 0.974 26123
heb-ita/opus heb-ita Tatoeba-test 0.643 41.1 0.997 11464
heb-lat/opus heb-lat Tatoeba-test 0.030 0.0 1.000 1367
heb-rus/opus heb-rus Tatoeba-test 0.599 40.5 0.963 16583
heb-spa/opus heb-spa Tatoeba-test 0.689 51.3 0.970 14213
heb-ukr/opus heb-ukr Tatoeba-test 0.552 35.4 0.971 5163
hin-eng/opus hin-eng Tatoeba-test 0.569 39.0 0.956 33943
hin-urd/opus hin-urd Tatoeba-test 0.174 1.7 1.000 1618
hin-zho/opus hin-zho Tatoeba-test 0.043 2.8 0.802 3258
hmx-hmx/opus multi-multi Tatoeba-test 0.230 4.1 1.000 2022
hsb-deu/opus hsb-deu Tatoeba-test 0.126 0.2 0.789 4478
hun-ces/opus hun-ces Tatoeba-test 0.665 48.4 0.981 10641
hun-epo/opus hun-epo Tatoeba-test 0.378 17.9 0.934 76005
hun-lat/opus hun-lat Tatoeba-test 0.063 0.1 1.000 3185
hun-ukr/opus hun-ukr Tatoeba-test 0.611 41.2 0.966 2568
hye-eng/opus hye-eng Tatoeba-test 0.277 12.3 1.000 5066
hye-rus/opus hye-rus Tatoeba-test 0.476 25.6 0.929 1624
ido-eng/opus ido-eng Tatoeba-test 0.075 0.1 1.000 14126
ido-epo/opus ido-epo Tatoeba-test 0.144 0.1 1.000 15510
ido-spa/opus ido-spa Tatoeba-test 0.127 0.1 1.000 5726
ilo-eng/opus ilo-eng Tatoeba-test 0.558 36.4 1.000 7384
ina-deu/opus ina-deu Tatoeba-test 0.105 0.2 1.000 11657
ina-fra/opus ina-fra Tatoeba-test 0.136 0.3 1.000 9340
inc-inc/opus multi-multi Tatoeba-test 0.478 25.1 1.000 62194
ira-ira/opus multi-multi Tatoeba-test 0.344 15.6 0.970 80432
iro-iro/opus multi-multi Tatoeba-test 0.079 0.4 1.000 1016
isl-deu/opus isl-deu Tatoeba-test 0.661 49.2 0.998 6265
isl-eng/opus isl-eng Tatoeba-test 0.667 50.5 0.972 19763
isl-epo/opus isl-epo Tatoeba-test 0.314 11.8 1.000 1528
isl-ita/opus isl-ita Tatoeba-test 0.662 46.7 0.977 1450
isl-jpn/opus isl-jpn Tatoeba-test 0.136 5.9 1.000 1882
isl-spa/opus isl-spa Tatoeba-test 0.665 51.2 0.985 1229
ita-ara/opus ita-ara Tatoeba-test 0.503 20.1 0.978 1161
ita-bel/opus ita-bel Tatoeba-test 0.086 0.6 0.786 1513
ita-bul/opus ita-bul Tatoeba-test 0.660 47.2 0.963 16512
ita-cat/opus ita-cat Tatoeba-test 0.706 52.5 0.993 2074
ita-ces/opus ita-ces Tatoeba-test 0.619 41.2 0.991 6973
ita-dan/opus ita-dan Tatoeba-test 0.704 54.2 0.998 2199
ita-epo/opus ita-epo Tatoeba-test 0.296 11.8 0.905 67846
ita-heb/opus ita-heb Tatoeba-test 0.593 38.5 0.985 9796
ita-isl/opus ita-isl Tatoeba-test 0.524 28.6 0.972 1459
ita-lat/opus ita-lat Tatoeba-test 0.044 0.1 0.528 10047
ita-lit/opus ita-lit Tatoeba-test 0.652 38.1 0.959 1321
ita-msa/opus ita-msa Tatoeba-test 0.551 28.0 0.930 2765
ita-nds/opus ita-nds Tatoeba-test 0.205 4.3 0.918 2130
ita-ukr/opus ita-ukr Tatoeba-test 0.657 45.9 0.989 25353
ita-vie/opus ita-vie Tatoeba-test 0.535 36.2 1.000 2144
jav-eng/opus jav-eng Tatoeba-test 0.109 0.7 1.000 1814
jpn-ara/opus jpn-ara Tatoeba-test 0.394 11.6 1.000 7089
jpn-bul/opus jpn-bul Tatoeba-test 0.422 20.2 0.957 2346
jpn-dan/opus jpn-dan Tatoeba-test 0.590 43.2 0.972 5823
jpn-deu/opus jpn-deu Tatoeba-test 0.466 24.6 0.961 85296
jpn-eng/opus jpn-eng Tatoeba-test 0.496 29.7 0.940 89256
jpn-epo/opus jpn-epo Tatoeba-test 0.020 0.1 0.664 18009
jpn-eus/opus jpn-eus Tatoeba-test 0.235 5.5 0.896 1040
jpn-fin/opus jpn-fin Tatoeba-test 0.405 17.7 0.920 60612
jpn-fra/opus jpn-fra Tatoeba-test 0.489 28.7 0.946 87434
jpn-hbs/opus jpn-hbs Tatoeba-test 0.336 13.0 1.000 5050
jpn-heb/opus jpn-heb Tatoeba-test 0.392 19.9 1.000 1598
jpn-hun/opus jpn-hun Tatoeba-test 0.401 15.2 1.000 18625
jpn-isl/opus jpn-isl Tatoeba-test 0.132 3.9 1.000 1575
jpn-ita/opus jpn-ita Tatoeba-test 0.460 22.8 0.953 21500
jpn-lit/opus jpn-lit Tatoeba-test 0.234 5.5 0.935 1359
jpn-mar/opus jpn-mar Tatoeba-test 0.088 0.3 1.000 1970
jpn-msa/opus jpn-msa Tatoeba-test 0.464 20.6 0.924 17028
jpn-nds/opus jpn-nds Tatoeba-test 0.086 0.2 0.585 2472
jpn-nld/opus jpn-nld Tatoeba-test 0.534 34.7 0.939 25849
jpn-nor/opus jpn-nor Tatoeba-test 0.476 29.2 0.908 8497
jpn-pol/opus jpn-pol Tatoeba-test 0.386 15.7 1.000 69904
jpn-por/opus jpn-por Tatoeba-test 0.451 22.6 0.918 15570
jpn-rus/opus jpn-rus Tatoeba-test 0.441 23.2 0.974 70820
jpn-spa/opus jpn-spa Tatoeba-test 0.518 30.1 0.951 77638
jpn-swe/opus jpn-swe Tatoeba-test 0.416 22.6 0.841 7034
jpn-tur/opus jpn-tur Tatoeba-test 0.434 16.7 0.932 4755
jpn-ukr/opus jpn-ukr Tatoeba-test 0.111 0.5 1.000 2626
jpn-vie/opus jpn-vie Tatoeba-test 0.380 20.3 0.909 10779
jpx-jpx/opus multi-multi Tatoeba-test 0.386 19.6 1.000 94573
kab-eng/opus kab-eng Tatoeba-test 0.125 0.4 1.000 60196
kat-eng/opus kat-eng Tatoeba-test 0.538 37.9 0.991 5992
kat-rus/opus kat-rus Tatoeba-test 0.604 38.2 0.996 3899
kaz-eng/opus kaz-eng Tatoeba-test 0.196 4.9 0.990 2655
khm-eng/opus khm-eng Tatoeba-test 0.129 1.3 1.000 4394
khm-spa/opus khm-spa Tatoeba-test 0.102 0.1 1.000 8721
kor-deu/opus kor-deu Tatoeba-test 0.509 28.4 0.974 9013
kor-eng/opus kor-eng Tatoeba-test 0.586 40.8 0.956 17711
kor-fin/opus kor-fin Tatoeba-test 0.489 24.1 0.890 2251
kor-fra/opus kor-fra Tatoeba-test 0.515 31.8 0.911 2714
kor-hun/opus kor-hun Tatoeba-test 0.525 30.7 0.912 1615
kor-rus/opus kor-rus Tatoeba-test 0.514 30.3 0.961 1382
kor-spa/opus kor-spa Tatoeba-test 0.521 31.3 0.950 6805
kor-zho/opus kor-zho Tatoeba-test 0.061 5.8 0.928 4033
kur-deu/opus kur-deu Tatoeba-test 0.016 0.0 1.000 1323
kur-eng/opus kur-eng Tatoeba-test 0.099 0.2 0.821 1751
kur-fin/opus kur-fin Tatoeba-test 0.137 0.4 1.000 1487
lat-ces/opus lat-ces Tatoeba-test 0.037 0.1 0.506 1886
lat-deu/opus lat-deu Tatoeba-test 0.076 0.0 0.229 13326
lat-fin/opus lat-fin Tatoeba-test 0.036 0.0 0.223 1479
lat-heb/opus lat-heb Tatoeba-test 0.035 0.0 1.000 1314
lat-ita/opus lat-ita Tatoeba-test 0.052 0.1 0.249 12379
lat-nld/opus lat-nld Tatoeba-test 0.082 0.2 0.519 2357
lat-nor/opus lat-nor Tatoeba-test 0.049 0.3 0.740 2223
lat-pol/opus lat-pol Tatoeba-test 0.022 0.1 0.246 5043
lat-rus/opus lat-rus Tatoeba-test 0.060 0.2 1.000 6396
lat-spa/opus lat-spa Tatoeba-test 0.075 0.6 0.611 34086
lav-rus/opus lav-rus Tatoeba-test 0.695 52.9 0.987 1541
lit-epo/opus lit-epo Tatoeba-test 0.313 13.0 1.000 70340
lit-ita/opus lit-ita Tatoeba-test 0.657 42.2 0.974 1505
lit-pol/opus lit-pol Tatoeba-test 0.721 53.6 0.957 10629
lit-rus/opus lit-rus Tatoeba-test 0.695 51.7 0.982 15395
lit-spa/opus lit-spa Tatoeba-test 0.680 50.5 0.963 2738
lit-tur/opus lit-tur Tatoeba-test 0.648 35.8 0.927 7700
ltz-eng/opus ltz-eng Tatoeba-test 0.123 0.5 1.000 1751
mal-eng/opus mal-eng Tatoeba-test 0.599 42.2 0.965 5558
mar-eng/opus mar-eng Tatoeba-test 0.137 0.4 1.000 64831
mar-jpn/opus mar-jpn Tatoeba-test 0.083 0.7 1.000 2587
mkd-eng/opus mkd-eng Tatoeba-test 0.680 54.8 0.985 65604
mkd-spa/opus mkd-spa Tatoeba-test 0.717 56.5 0.997 1121
mkh-mkh/opus multi-multi Tatoeba-test 0.366 21.7 1.000 68857
mlt-eng/opus mlt-eng Tatoeba-test 0.662 49.3 1.000 1165
mon-eng/opus mon-eng Tatoeba-test 0.216 4.2 1.000 2693
mri-eng/opus mri-eng Tatoeba-test 0.198 2.4 1.000 2733
msa-deu/opus msa-deu Tatoeba-test 0.592 37.9 0.969 4198
msa-fra/opus msa-fra Tatoeba-test 0.626 45.7 0.975 7808
msa-ita/opus msa-ita Tatoeba-test 0.628 39.7 0.995 2758
mya-eng/opus mya-eng Tatoeba-test 0.144 0.4 1.000 1659
myn-myn/opus multi-multi Tatoeba-test 0.100 0.2 1.000 324
nds-deu/opus nds-deu Tatoeba-test 0.303 5.9 0.919 74571
nds-eng/opus nds-eng Tatoeba-test 0.238 4.9 1.000 17589
nds-epo/opus nds-epo Tatoeba-test 0.137 0.6 0.863 17244
nds-fra/opus nds-fra Tatoeba-test 0.200 3.5 0.976 5487
nds-ita/opus nds-ita Tatoeba-test 0.211 3.5 1.000 1952
nds-nld/opus nds-nld Tatoeba-test 0.316 9.4 0.943 11490
nds-por/opus nds-por Tatoeba-test 0.226 5.2 0.993 1250
nds-rus/opus nds-rus Tatoeba-test 0.089 0.3 0.660 5288
nds-spa/opus nds-spa Tatoeba-test 0.209 3.9 0.935 5477
ngb-ngb/opus multi-multi Tatoeba-test 0.123 1.6 1.000 89
nld-bel/opus nld-bel Tatoeba-test 0.075 1.1 0.598 4036
nld-cat/opus nld-cat Tatoeba-test 0.624 42.1 0.988 3942
nld-dan/opus nld-dan Tatoeba-test 0.784 66.1 0.997 10380
nld-epo/opus nld-epo Tatoeba-test 0.355 16.1 0.936 72293
nld-fry/opus nld-fry Tatoeba-test 0.114 0.4 0.504 1679
nld-lat/opus nld-lat Tatoeba-test 0.060 0.1 1.000 1836
nld-nds/opus nld-nds Tatoeba-test 0.271 5.9 0.900 11711
nld-nor/opus nld-nor Tatoeba-test 0.773 63.2 0.981 1459
nld-ukr/opus nld-ukr Tatoeba-test 0.619 40.8 0.992 51674
nor-dan/opus nor-dan Tatoeba-test 0.846 73.1 1.000 9865
nor-deu/opus nor-deu Tatoeba-test 0.662 46.0 0.971 34575
nor-epo/opus nor-epo Tatoeba-test 0.245 6.9 0.876 29015
nor-fin/opus nor-fin Tatoeba-test 0.589 33.5 0.918 13066
nor-fra/opus nor-fra Tatoeba-test 0.690 55.2 1.000 3205
nor-lat/opus nor-lat Tatoeba-test 0.055 0.2 0.427 1776
nor-nld/opus nor-nld Tatoeba-test 0.711 56.0 0.949 1535
nor-pol/opus nor-pol Tatoeba-test 0.604 36.7 0.964 1828
nor-rus/opus nor-rus Tatoeba-test 0.619 40.1 0.974 10671
nor-spa/opus nor-spa Tatoeba-test 0.708 53.2 0.977 7311
nor-swe/opus nor-swe Tatoeba-test 0.849 74.7 0.994 3672
nor-ukr/opus nor-ukr Tatoeba-test 0.625 41.2 1.000 3982
oci-eng/opus oci-eng Tatoeba-test 0.035 0.0 1.000 5299
oci-epo/opus oci-epo Tatoeba-test 0.061 0.1 1.000 5134
oci-fra/opus oci-fra Tatoeba-test 0.116 0.1 1.000 6302
pan-eng/opus pan-eng Tatoeba-test 0.306 11.2 1.000 1232
phi-phi/opus multi-multi Tatoeba-test 0.465 21.7 1.000 42472
pol-ara/opus pol-ara Tatoeba-test 0.468 18.0 0.983 1028
pol-bel/opus pol-bel Tatoeba-test 0.089 1.4 0.707 1730
pol-ces/opus pol-ces Tatoeba-test 0.659 47.5 0.995 3349
pol-epo/opus pol-epo Tatoeba-test 0.451 24.8 0.967 17191
pol-lat/opus pol-lat Tatoeba-test 0.057 0.1 0.731 4731
pol-lit/opus pol-lit Tatoeba-test 0.688 43.7 0.981 10084
pol-nor/opus pol-nor Tatoeba-test 0.668 50.1 0.954 2045
pol-ukr/opus pol-ukr Tatoeba-test 0.665 47.1 0.992 13434
por-cat/opus por-cat Tatoeba-test 0.633 41.5 0.975 5878
por-dan/opus por-dan Tatoeba-test 0.775 63.3 1.000 5250
por-eng/opus por-eng Tatoeba-test 0.761 62.7 0.974 75240
por-epo/opus por-epo Tatoeba-test 0.392 18.1 0.930 87408
por-glg/opus por-glg Tatoeba-test 0.740 56.2 0.990 2989
por-nds/opus por-nds Tatoeba-test 0.215 4.3 0.935 1284
por-tgl/opus por-tgl Tatoeba-test 0.555 26.1 1.000 27240
por-ukr/opus por-ukr Tatoeba-test 0.624 41.2 0.986 18933
pqe-pqe/opus multi-multi Tatoeba-test 0.296 12.2 1.000 10458
pqw-pqw/opus multi-multi Tatoeba-test 0.414 21.3 1.000 69881
pra-pra/opus multi-multi Tatoeba-test 0.097 0.1 1.000 2096
que-eng/opus que-eng Tatoeba-test 0.149 0.8 1.000 1693
roa-zho/opus multi-zho Tatoeba-test 0.248 29.8 0.939 101202
rom-eng/opus rom-eng Tatoeba-test 0.125 0.9 1.000 4457
ron-epo/opus ron-epo Tatoeba-test 0.310 12.3 0.945 25751
run-deu/opus run-deu Tatoeba-test 0.344 17.1 0.961 10562
run-eng/opus run-eng Tatoeba-test 0.428 26.7 0.990 10041
run-fra/opus run-fra Tatoeba-test 0.397 18.2 1.000 7496
run-rus/opus run-rus Tatoeba-test 0.321 17.1 1.000 6635
run-spa/opus run-spa Tatoeba-test 0.376 14.4 1.000 5167
rus-afr/opus rus-afr Tatoeba-test 0.669 48.1 1.000 1390
rus-ara/opus rus-ara Tatoeba-test 0.484 16.3 0.967 18878
rus-bel/opus rus-bel Tatoeba-test 0.137 2.5 1.000 18895
rus-bul/opus nld-afr Tatoeba-test 0.749 57.8 1.000 6823
rus-ces/opus rus-ces Tatoeba-test 0.683 51.8 0.987 14266
rus-chv/opus rus-chv Tatoeba-test 0.129 0.3 1.000 1982
rus-dan/opus rus-dan Tatoeba-test 0.714 56.6 0.977 11746
rus-epo/opus rus-epo Tatoeba-test 0.436 24.2 0.925 77197
rus-est/opus rus-est Tatoeba-test 0.749 57.5 0.975 3572
rus-eus/opus rus-eus Tatoeba-test 0.539 29.7 0.944 2373
rus-fas/opus rus-fas Tatoeba-test 0.347 6.5 1.000 70
rus-heb/opus rus-heb Tatoeba-test 0.569 36.1 0.999 15028
rus-hye/opus rus-hye Tatoeba-test 0.494 21.7 1.000 1602
rus-kat/opus rus-kat Tatoeba-test 0.235 7.1 1.000 3667
rus-lat/opus rus-lat Tatoeba-test 0.060 0.1 0.469 6107
rus-lav/opus rus-lav Tatoeba-test 0.693 49.2 0.964 1518
rus-lit/opus rus-lit Tatoeba-test 0.675 43.5 0.937 14406
rus-nds/opus rus-nds Tatoeba-test 0.097 0.3 0.579 6082
rus-nor/opus rus-nor Tatoeba-test 0.605 40.4 0.959 11686
rus-run/opus rus-run Tatoeba-test 0.397 9.6 1.000 5040
rus-slv/opus rus-slv Tatoeba-test 0.492 32.3 0.992 2135
rus-swe/opus rus-swe Tatoeba-test 0.677 51.9 0.968 8449
rus-tat/opus rus-tat Tatoeba-test 0.134 0.6 1.000 21002
rus-ukr/opus rus-ukr Tatoeba-test 0.793 64.0 0.990 60212
rus-vie/opus rus-vie Tatoeba-test 0.346 16.9 1.000 2566
sal-sal/opus multi-multi Tatoeba-test 0.571 35.1 0.961 70539
sem-sem/opus multi-multi Tatoeba-test 0.537 33.5 0.998 65304
sit-sit/opus multi-multi Tatoeba-test 0.428 28.4 0.921 95139
sla-sla/opus multi-multi Tatoeba-test 0.618 44.1 0.975 64192
slv-ces/opus slv-ces Tatoeba-test 0.328 9.6 1.000 1795
slv-epo/opus slv-epo Tatoeba-test 0.212 6.4 1.000 1942
slv-rus/opus slv-rus Tatoeba-test 0.504 37.3 0.988 2101
slv-ukr/opus slv-ukr Tatoeba-test 0.236 10.6 1.000 3906
smi-smi/opus multi-multi Tatoeba-test 0.110 0.3 1.000 959
spa-afr/opus spa-afr Tatoeba-test 0.718 55.0 0.974 3044
spa-bel/opus spa-bel Tatoeba-test 0.265 9.0 0.943 1259
spa-bul/opus spa-bul Tatoeba-test 0.674 50.9 0.955 1707
spa-cat/opus spa-cat Tatoeba-test 0.832 68.9 1.000 12343
spa-ces/opus spa-ces Tatoeba-test 0.649 45.0 1.000 11295
spa-dan/opus spa-dan Tatoeba-test 0.718 56.5 0.985 35937
spa-eng/opus spa-eng Tatoeba-test 0.739 59.6 0.974 79376
spa-epo/opus spa-epo Tatoeba-test 0.560 33.2 0.968 77048
spa-eus/opus spa-eus Tatoeba-test 0.638 37.0 0.983 10945
spa-gla/opus spa-gla Tatoeba-test 0.151 1.0 1.000 2014
spa-glg/opus spa-glg Tatoeba-test 0.808 67.6 0.993 16581
spa-grn/opus spa-grn Tatoeba-test 0.122 0.4 1.000 3089
spa-heb/opus spa-heb Tatoeba-test 0.636 43.6 0.992 12112
spa-ido/opus spa-ido Tatoeba-test 0.118 0.1 1.000 5670
spa-isl/opus spa-isl Tatoeba-test 0.528 27.1 1.000 1220
spa-khm/opus spa-khm Tatoeba-test 0.055 0.0 1.000 3391
spa-lit/opus spa-lit Tatoeba-test 0.643 40.2 0.956 2341
spa-mkd/opus spa-mkd Tatoeba-test 0.681 48.2 1.000 1073
spa-nds/opus spa-nds Tatoeba-test 0.202 3.2 0.917 5868
spa-nor/opus spa-nor Tatoeba-test 0.722 56.7 0.972 7217
spa-run/opus spa-run Tatoeba-test 0.410 10.1 1.000 3886
spa-tat/opus spa-tat Tatoeba-test 0.163 2.7 1.000 2002
spa-tgl/opus spa-tgl Tatoeba-test 0.486 13.7 1.000 8844
spa-tur/opus spa-tur Tatoeba-test 0.712 45.1 0.937 52245
spa-ukr/opus spa-ukr Tatoeba-test 0.614 41.3 0.983 53833
spa-vie/opus spa-vie Tatoeba-test 0.508 33.1 0.980 4654
spa-zho/opus spa-zho Tatoeba-test 0.324 38.8 0.878 22762
sqi-eng/opus sqi-eng Tatoeba-test 0.722 56.8 0.947 7762
swa-eng/opus swa-eng Tatoeba-test 0.580 43.5 0.956 4998
swa-swa/opus multi-multi Tatoeba-test 0.571 35.9 1.000 8760
swe-dan/opus swe-dan Tatoeba-test 0.825 71.2 0.995 10261
swe-epo/opus swe-epo Tatoeba-test 0.498 29.7 0.958 10987
swe-nor/opus swe-nor Tatoeba-test 0.843 73.6 0.994 3682
swe-rus/opus swe-rus Tatoeba-test 0.655 45.9 0.988 7659
tam-eng/opus tam-eng Tatoeba-test 0.402 21.3 1.000 2125
tat-deu/opus tat-deu Tatoeba-test 0.207 3.0 0.974 25736
tat-eng/opus tat-eng Tatoeba-test 0.175 3.3 1.000 11261
tat-fra/opus tat-fra Tatoeba-test 0.286 9.0 1.000 1967
tat-rus/opus tat-rus Tatoeba-test 0.211 3.5 0.909 22576
tat-spa/opus tat-spa Tatoeba-test 0.218 3.9 1.000 2436
tat-tur/opus tat-tur Tatoeba-test 0.305 7.1 1.000 2792
tat-vie/opus tat-vie Tatoeba-test 0.185 3.8 1.000 2310
taw-taw/opus multi-multi Tatoeba-test 0.541 32.0 1.000 9282
tbq-tbq/opus multi-multi Tatoeba-test 0.129 0.2 1.000 369
tel-eng/opus tel-eng Tatoeba-test 0.320 12.3 1.000 1706
tgl-deu/opus tgl-deu Tatoeba-test 0.468 22.0 0.974 4906
tgl-eng/opus tgl-eng Tatoeba-test 0.542 35.1 0.979 36336
tgl-epo/opus tgl-epo Tatoeba-test 0.063 0.1 1.000 17092
tgl-fra/opus tgl-fra Tatoeba-test 0.490 26.6 1.000 12086
tgl-por/opus tgl-por Tatoeba-test 0.521 28.9 0.985 25652
tgl-spa/opus tgl-spa Tatoeba-test 0.525 30.5 1.000 8654
tha-eng/opus tha-eng Tatoeba-test 0.644 48.1 0.974 7407
trk-trk/opus multi-multi Tatoeba-test 0.395 17.5 1.000 64290
tuk-eng/opus tuk-eng Tatoeba-test 0.174 1.9 1.000 19066
tup-tup/opus multi-multi Tatoeba-test 0.135 0.4 1.000 3495
tur-bul/opus tur-bul Tatoeba-test 0.644 47.3 0.930 6352
tur-chv/opus tur-chv Tatoeba-test 0.119 0.2 1.000 2581
tur-crh/opus tur-crh Tatoeba-test 0.137 0.4 0.940 2104
tur-dan/opus tur-dan Tatoeba-test 0.682 53.8 1.000 4261
tur-eng/opus tur-eng Tatoeba-test 0.725 58.4 0.966 77701
tur-epo/opus tur-epo Tatoeba-test 0.373 17.0 0.881 33762
tur-fas/opus tur-fas Tatoeba-test 0.326 7.0 1.000 358
tur-lit/opus tur-lit Tatoeba-test 0.631 35.6 0.949 8285
tur-spa/opus tur-spa Tatoeba-test 0.727 56.9 0.975 64184
tur-tat/opus tur-tat Tatoeba-test 0.221 2.5 1.000 2894
tur-uig/opus tur-uig Tatoeba-test 0.126 0.0 1.000 7497
tur-ukr/opus tur-ukr Tatoeba-test 0.624 42.5 0.983 12988
tur-uzb/opus tur-uzb Tatoeba-test 0.143 0.5 1.000 949
tut-tut/opus multi-multi Tatoeba-test 0.398 19.0 1.000 65555
uig-eng/opus uig-eng Tatoeba-test 0.133 0.3 1.000 23090
uig-fra/opus uig-fra Tatoeba-test 0.112 0.2 1.000 4706
uig-rus/opus uig-rus Tatoeba-test 0.031 0.1 1.000 3470
uig-tur/opus uig-tur Tatoeba-test 0.078 0.1 1.000 8088
ukr-bel/opus ukr-bel Tatoeba-test 0.113 2.8 0.954 15175
ukr-bul/opus ukr-bul Tatoeba-test 0.734 55.7 0.976 5181
ukr-cat/opus ukr-cat Tatoeba-test 0.538 33.7 0.972 2670
ukr-ces/opus ukr-ces Tatoeba-test 0.686 52.0 0.993 8550
ukr-deu/opus ukr-deu Tatoeba-test 0.661 48.2 0.980 62298
ukr-eng/opus ukr-eng Tatoeba-test 0.670 51.7 0.972 66118
ukr-epo/opus ukr-epo Tatoeba-test 0.031 0.1 1.000 14983
ukr-fra/opus ukr-fra Tatoeba-test 0.637 46.4 0.990 62877
ukr-hbs/opus ukr-hbs Tatoeba-test 0.643 44.5 0.962 5128
ukr-heb/opus ukr-heb Tatoeba-test 0.557 35.7 1.000 4765
ukr-hun/opus ukr-hun Tatoeba-test 0.649 41.4 0.974 2433
ukr-ita/opus ukr-ita Tatoeba-test 0.662 46.0 0.949 27846
ukr-nld/opus ukr-nld Tatoeba-test 0.656 48.7 0.985 59943
ukr-nor/opus ukr-nor Tatoeba-test 0.699 55.0 0.985 4378
ukr-pol/opus ukr-pol Tatoeba-test 0.685 49.9 0.947 13098
ukr-por/opus ukr-por Tatoeba-test 0.607 38.9 0.980 21315
ukr-rus/opus ukr-rus Tatoeba-test 0.826 69.2 0.992 60387
ukr-slv/opus ukr-slv Tatoeba-test 0.280 11.8 1.000 3823
ukr-spa/opus ukr-spa Tatoeba-test 0.649 46.4 0.971 58486
ukr-tur/opus ukr-tur Tatoeba-test 0.655 39.3 0.934 11844
ukr-zho/opus ukr-zho Tatoeba-test 0.090 9.1 0.904 13703
urd-eng/opus urd-eng Tatoeba-test 0.435 23.2 0.975 12029
urd-hin/opus urd-hin Tatoeba-test 0.164 1.0 1.000 1581
urj-urj/opus multi-multi Tatoeba-test 0.593 39.6 0.972 64422
uzb-eng/opus uzb-eng Tatoeba-test 0.138 1.3 1.000 2699
uzb-tur/opus uzb-tur Tatoeba-test 0.146 1.1 0.992 956
vie-deu/opus vie-deu Tatoeba-test 0.484 27.6 0.958 3365
vie-eng/opus vie-eng Tatoeba-test 0.608 42.8 0.955 20241
vie-epo/opus vie-epo Tatoeba-test 0.332 12.2 0.990 13637
vie-fra/opus vie-fra Tatoeba-test 0.544 34.2 0.955 11519
vie-ita/opus vie-ita Tatoeba-test 0.548 31.2 0.932 1774
vie-rus/opus vie-rus Tatoeba-test 0.331 16.9 0.878 2207
vie-spa/opus vie-spa Tatoeba-test 0.540 32.9 0.953 3832
vie-tat/opus vie-tat Tatoeba-test 0.175 2.2 0.875 1810
war-eng/opus war-eng Tatoeba-test 0.308 12.3 1.000 11345
wen-wen/opus multi-multi Tatoeba-test 0.112 0.2 1.000 851
xgn-xgn/opus multi-multi Tatoeba-test 0.180 2.8 1.000 8818
xnd-xnd/opus multi-multi Tatoeba-test 0.111 0.3 1.000 933
yid-eng/opus yid-eng Tatoeba-test 0.124 0.1 1.000 7741
yid-epo/opus yid-epo Tatoeba-test 0.133 0.1 1.000 5904
zho-epo/opus zho-epo Tatoeba-test 0.177 4.3 0.917 15628
zho-hin/opus zho-hin Tatoeba-test 0.141 2.0 1.000 2596
zho-kor/opus zho-kor Tatoeba-test 0.115 1.1 0.897 2189
zho-ukr/opus zho-ukr Tatoeba-test 0.277 10.3 0.924 9193
zhx-zhx/opus multi-multi Tatoeba-test 0.433 28.8 0.925 97382
zle-gmw/opus1m multi-multi Tatoeba-test 0.655 48.9 0.983 68229
zle-gmw/opus-tuned4bel2deu multi-multi Tatoeba-test 0.636 46.9 0.989 68229
zle-gmw/opus-tuned4bel2eng multi-multi Tatoeba-test 0.550 38.9 0.986 68229
zle-gmw/opus-tuned4bel2nld bel-nld Tatoeba-test 0.642 47.9 0.987 68229
zle-gmw/opus-tuned4bel2nld multi-multi Tatoeba-test 0.642 47.9 0.987 68229
zle-gmw/opus-tuned4bel2yid multi-multi Tatoeba-test 0.655 48.9 0.983 68229
zle-gmw/opus-tuned4belnld bel-nld Tatoeba-test 0.642 47.9 0.987 68229
zle-gmw/opus-tuned4rus2afr multi-multi Tatoeba-test 0.166 1.2 1.000 68229
zle-gmw/opus-tuned4rus2deu multi-multi Tatoeba-test 0.290 13.1 1.000 68229
zle-gmw/opus-tuned4rus2eng multi-multi Tatoeba-test 0.627 46.2 0.986 68229
zle-gmw/opus-tuned4rus2nld multi-multi Tatoeba-test 0.212 5.8 1.000 68229
zle-gmw/opus-tuned4rus2yid multi-multi Tatoeba-test 0.655 48.9 0.982 68229
zle-gmw/opus-tuned4ukr2afr multi-multi Tatoeba-test 0.165 1.4 1.000 68229
zle-gmw/opus-tuned4ukr2deu multi-multi Tatoeba-test 0.279 12.7 0.975 68229
zle-gmw/opus-tuned4ukr2eng multi-multi Tatoeba-test 0.279 16.5 0.951 68229
zle-gmw/opus-tuned4ukr2nld multi-multi Tatoeba-test 0.238 10.2 0.963 68229
zle-gmw/opus-tuned4ukr2yid multi-multi Tatoeba-test 0.655 48.9 0.982 68229
zle-zle/opus multi-multi Tatoeba-test 0.656 47.5 0.997 65030
zls-zls/opus multi-multi Tatoeba-test 0.596 44.2 0.959 66607
zlw-zlw/opus multi-multi Tatoeba-test 0.633 45.2 0.964 70134

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aav-aav/opus eng-vie Tatoeba-test 0.480 30.2 0.981 24427
aav-aav/opus vie-eng Tatoeba-test 0.511 31.6 0.934 20241
afa-afa/opus eng-mlt Tatoeba-test 0.554 17.3 1.000 899
afa-afa/opus mlt-eng Tatoeba-test 0.625 45.9 1.000 1165
afr-deu/opus afr-deu Tatoeba-test 0.671 47.1 1.000 9105
afr-eng/opus afr-eng Tatoeba-test 0.738 59.4 0.996 9622
afr-rus/opus afr-rus Tatoeba-test 0.580 38.2 0.992 1213
afr-spa/opus afr-spa Tatoeba-test 0.680 49.9 1.000 2783
ara-jpn/opus ara-jpn Tatoeba-test 0.196 15.9 0.632 11502
ben-eng/opus ben-eng Tatoeba-test 0.639 49.7 0.976 13978
bul-jpn/opus bul-jpn Tatoeba-test 0.241 16.2 1.000 2892
bul-rus/opus afr-nld Tatoeba-test 0.715 55.2 0.995 6710
bul-ukr/opus bul-ukr Tatoeba-test 0.683 49.2 0.983 4932
cat-por/opus cat-por Tatoeba-test 0.659 44.8 0.950 5847
cat-spa/opus cat-spa Tatoeba-test 0.856 73.9 0.993 12094
ceb-eng/opus ceb-eng Tatoeba-test 0.387 21.5 1.000 2293
cel-cel/opus cym-eng Tatoeba-test 0.574 39.7 1.000 5563
cel-cel/opus eng-cym Tatoeba-test 0.539 30.4 0.968 6020
cel-cel/opus eng-gle Tatoeba-test 0.567 34.2 1.000 12200
cel-cel/opus gle-eng Tatoeba-test 0.637 47.0 1.000 11247
ces-ukr/opus ces-ukr Tatoeba-test 0.680 50.9 0.994 8891
cpp-cpp/opus msa-msa Tatoeba-test 0.353 14.8 1.000 6029
cym-eng/opus cym-eng Tatoeba-test 0.535 35.6 1.000 5563
dan-jpn/opus dan-jpn Tatoeba-test 0.317 22.3 1.000 6970
dan-nor/opus dan-nor Tatoeba-test 0.863 76.0 0.999 9691
dan-rus/opus dan-rus Tatoeba-test 0.715 52.5 0.991 10480
deu-afr/opus deu-afr Tatoeba-test 0.690 51.3 1.000 9507
deu-fas/opus deu-fas Tatoeba-test 0.335 10.4 0.960 49882
deu-isl/opus deu-isl Tatoeba-test 0.533 27.1 0.962 5939
deu-jpn/opus deu-jpn Tatoeba-test 0.262 15.7 1.000 91644
deu-kor/opus deu-kor Tatoeba-test 0.262 5.0 0.865 6719
deu-msa/opus deu-msa Tatoeba-test 0.613 34.8 0.951 3729
deu-nor/opus deu-nor Tatoeba-test 0.667 47.3 0.980 32928
deu-tgl/opus deu-tgl Tatoeba-test 0.425 12.9 1.000 4658
deu-ukr/opus deu-ukr Tatoeba-test 0.612 40.2 0.984 54213
deu-vie/opus deu-vie Tatoeba-test 0.443 25.0 1.000 3768
deu-zho/opus deu-zho Tatoeba-test 0.275 32.4 0.856 25167
dra-dra/opus eng-mal Tatoeba-test 0.499 13.2 0.946 4265
dra-dra/opus eng-tam Tatoeba-test 0.434 9.2 1.000 1501
dra-dra/opus mal-eng Tatoeba-test 0.600 43.2 0.961 5558
dra-dra/opus tam-eng Tatoeba-test 0.466 31.1 0.953 2125
eng-afr/opus eng-afr Tatoeba-test 0.728 54.5 0.965 10317
eng-ben/opus eng-ben Tatoeba-test 0.481 16.6 1.000 11654
eng-ceb/opus eng-ceb Tatoeba-test 0.432 11.3 1.000 2088
eng-cym/opus eng-cym Tatoeba-test 0.499 27.4 0.968 6020
eng-eus/opus eng-eus Tatoeba-test 0.590 31.8 0.944 7080
eng-fas/opus eng-fas Tatoeba-test 0.364 11.8 0.924 62270
eng-fas/opus eng-fas tico19-test-engfas 0.422 13.7 0.826 62758
eng-gle/opus eng-gle Tatoeba-test 0.593 37.5 1.000 12200
eng-hin/opus eng-hin newsdev2014 0.296 6.9 1.000 9538
eng-hin/opus eng-hin newsdev2014-enghin 0.297 7.0 1.000 9538
eng-hin/opus eng-hin newstest2014-hien 0.323 9.9 0.938 60878
eng-hin/opus eng-hin newstest2014-hien-enghin 0.323 9.9 0.938 60878
eng-hin/opus eng-hin Tatoeba-test 0.447 16.1 1.000 32904
eng-isl/opus eng-isl Tatoeba-test 0.516 24.7 0.935 18999
eng-jpn/opus eng-jpn Tatoeba-test 0.266 15.7 1.000 99206
eng-mal/opus eng-mal Tatoeba-test 0.497 11.7 0.966 4265
eng-mkd/opus eng-mkd Tatoeba-test 0.641 45.1 0.975 61969
eng-mlt/opus eng-mlt Tatoeba-test 0.579 20.0 1.000 899
eng-sqi/opus eng-sqi Tatoeba-test 0.671 46.0 0.993 7880
eng-swa/opus eng-swa Tatoeba-test 0.604 23.2 1.000 3762
eng-tam/opus eng-tam Tatoeba-test 0.405 6.8 1.000 1501
eng-tgl/opus eng-tgl Tatoeba-test 0.571 26.3 1.000 35602
eng-tha/opus eng-tha Tatoeba-test 0.544 1.9 1.000 1596
eng-ukr/opus eng-ukr Tatoeba-test 0.594 38.5 0.977 60756
eng-urd/opus eng-urd Tatoeba-test 0.390 12.1 1.000 12155
eng-vie/opus eng-vie Tatoeba-test 0.542 37.2 0.973 24427
est-rus/opus est-rus Tatoeba-test 0.702 50.2 0.988 3569
euq-euq/opus eng-eus Tatoeba-test 0.563 28.1 0.935 7080
euq-euq/opus eus-eng Tatoeba-test 0.606 42.6 0.964 8157
eus-eng/opus eus-eng Tatoeba-test 0.627 45.2 0.966 8157
eus-spa/opus eus-spa Tatoeba-test 0.673 48.8 0.964 12469
fas-deu/opus fas-deu Tatoeba-test 0.527 29.6 1.000 51180
fas-eng/opus fas-eng Tatoeba-test 0.566 38.2 0.969 63016
fin-nor/opus fin-nor Tatoeba-test 0.699 50.6 1.000 14768
fra-msa/opus fra-msa Tatoeba-test 0.620 35.6 0.972 6696
fra-nor/opus fra-nor Tatoeba-test 0.703 53.7 0.988 3089
fra-tgl/opus fra-tgl Tatoeba-test 0.529 21.1 1.000 11556
fra-ukr/opus fra-ukr Tatoeba-test 0.599 39.3 0.986 54082
fra-vie/opus fra-vie Tatoeba-test 0.486 31.1 0.985 13219
gem-gem/opus-afrdeu afr-deu Tatoeba-test 0.681 49.0 1.000 9105
gem-gem/opus afr-deu Tatoeba-test 0.674 48.4 1.000 9105
gem-gem/opus afr-eng Tatoeba-test 0.724 57.9 0.998 9622
gem-gem/opus afr-nld Tatoeba-test 0.713 54.6 0.983 6710
gem-gem/opus dan-nor Tatoeba-test 0.833 71.4 1.000 9691
gem-gem/opus deu-afr Tatoeba-test 0.685 50.6 1.000 9507
gem-gem/opus deu-isl Tatoeba-test 0.508 25.3 0.951 5939
gem-gem/opus deu-nor Tatoeba-test 0.644 44.3 0.970 32928
gem-gem/opus eng-afr Tatoeba-test 0.723 54.9 0.980 10317
gem-gem/opus eng-isl Tatoeba-test 0.473 22.1 0.937 18999
gem-gem/opus isl-deu Tatoeba-test 0.636 45.4 0.988 6265
gem-gem/opus isl-eng Tatoeba-test 0.621 44.9 0.976 19763
gem-gem/opus nld-afr Tatoeba-test 0.756 59.4 1.000 6823
gem-gem/opus nld-nor Tatoeba-test 0.729 56.5 0.990 1459
gem-gem/opus nor-dan Tatoeba-test 0.825 69.8 0.997 9865
gem-gem/opus nor-deu Tatoeba-test 0.639 42.1 0.964 34575
gem-gem/opus nor-nld Tatoeba-test 0.692 52.5 0.968 1535
gem-gem/opus nor-nor Tatoeba-test 0.789 62.2 0.997 6351
gem-gem/opus nor-swe Tatoeba-test 0.817 69.9 0.986 3672
gem-gem/opus swe-nor Tatoeba-test 0.824 70.7 0.987 3682
gem-gem/opus-tuned4afrdeu afr-deu Tatoeba-test 0.678 48.3 1.000 9105
gle-eng/opus gle-eng Tatoeba-test 0.672 51.6 1.000 11247
gmq-gmq/opus dan-nor Tatoeba-test 0.849 74.1 0.996 9691
gmq-gmq/opus eng-isl Tatoeba-test 0.506 24.3 0.940 18999
gmq-gmq/opus isl-eng Tatoeba-test 0.660 49.7 0.973 19763
gmq-gmq/opus nor-dan Tatoeba-test 0.831 71.1 0.998 9865
gmq-gmq/opus nor-nor Tatoeba-test 0.780 61.0 1.000 6351
gmq-gmq/opus nor-swe Tatoeba-test 0.839 72.5 0.992 3672
gmq-gmq/opus swe-nor Tatoeba-test 0.835 72.9 0.992 3682
gmw-gmw/opus-afrdeu afr-deu Tatoeba-test 0.685 48.9 1.000 9105
gmw-gmw/opus afr-deu Tatoeba-test 0.677 48.5 1.000 9105
gmw-gmw/opus afr-eng Tatoeba-test 0.727 58.7 0.995 9622
gmw-gmw/opus afr-nld Tatoeba-test 0.713 54.7 0.989 6710
gmw-gmw/opus-deuafr deu-afr Tatoeba-test 0.702 52.4 1.000 9507
gmw-gmw/opus deu-afr Tatoeba-test 0.697 52.4 1.000 9507
gmw-gmw/opus eng-afr Tatoeba-test 0.735 56.5 0.984 10317
gmw-gmw/opus nld-afr Tatoeba-test 0.756 59.0 1.000 6823
hbs-ukr/opus hbs-ukr Tatoeba-test 0.653 46.4 0.990 4959
heb-ukr/opus heb-ukr Tatoeba-test 0.552 35.4 0.971 5163
hin-eng/opus hin-eng newsdev2014 0.351 9.1 0.899 10406
hin-eng/opus hin-eng newsdev2014-hineng 0.351 9.1 0.899 10406
hin-eng/opus hin-eng newstest2014-hien 0.407 13.3 0.979 55571
hin-eng/opus hin-eng newstest2014-hien-hineng 0.407 13.3 0.979 55571
hin-eng/opus hin-eng Tatoeba-test 0.569 39.0 0.956 33943
hun-ukr/opus hun-ukr Tatoeba-test 0.611 41.2 0.966 2568
inc-inc/opus ben-eng Tatoeba-test 0.554 39.8 0.975 13978
inc-inc/opus eng-ben Tatoeba-test 0.432 13.4 0.986 11654
inc-inc/opus eng-hin newsdev2014-enghin 0.325 6.8 1.000 9538
inc-inc/opus eng-hin newstest2014-hien-enghin 0.338 9.7 0.957 60878
inc-inc/opus eng-hin Tatoeba-test 0.454 16.8 1.000 32904
inc-inc/opus eng-urd Tatoeba-test 0.399 11.7 1.000 12155
inc-inc/opus hin-eng newsdev2014-hineng 0.360 9.7 0.884 10406
inc-inc/opus hin-eng newstest2014-hien-hineng 0.413 13.3 0.958 55571
inc-inc/opus hin-eng Tatoeba-test 0.559 37.8 0.960 33943
inc-inc/opus urd-eng Tatoeba-test 0.462 25.9 0.949 12029
ira-ira/opus eng-fas Tatoeba-test 0.253 5.4 0.961 31135
ira-ira/opus fas-eng Tatoeba-test 0.446 25.8 0.988 31508
isl-deu/opus isl-deu Tatoeba-test 0.661 49.2 0.998 6265
isl-eng/opus isl-eng Tatoeba-test 0.667 50.5 0.972 19763
isl-ita/opus isl-ita Tatoeba-test 0.662 46.7 0.977 1450
isl-spa/opus isl-spa Tatoeba-test 0.665 51.2 0.985 1229
ita-isl/opus ita-isl Tatoeba-test 0.524 28.6 0.972 1459
ita-lit/opus ita-lit Tatoeba-test 0.652 38.1 0.959 1321
ita-msa/opus ita-msa Tatoeba-test 0.551 28.0 0.930 2765
ita-ukr/opus ita-ukr Tatoeba-test 0.657 45.9 0.989 25353
ita-vie/opus ita-vie Tatoeba-test 0.535 36.2 1.000 2144
jpn-ara/opus jpn-ara Tatoeba-test 0.394 11.6 1.000 7089
jpn-bul/opus jpn-bul Tatoeba-test 0.422 20.2 0.957 2346
jpn-dan/opus jpn-dan Tatoeba-test 0.590 43.2 0.972 5823
jpn-deu/opus jpn-deu Tatoeba-test 0.466 24.6 0.961 85296
jpn-eng/opus jpn-eng Tatoeba-test 0.496 29.7 0.940 89256
jpn-fin/opus jpn-fin Tatoeba-test 0.405 17.7 0.920 60612
jpn-fra/opus jpn-fra Tatoeba-test 0.489 28.7 0.946 87434
jpn-hbs/opus jpn-hbs Tatoeba-test 0.336 13.0 1.000 5050
jpn-heb/opus jpn-heb Tatoeba-test 0.392 19.9 1.000 1598
jpn-hun/opus jpn-hun Tatoeba-test 0.401 15.2 1.000 18625
jpn-ita/opus jpn-ita Tatoeba-test 0.460 22.8 0.953 21500
jpn-lit/opus jpn-lit Tatoeba-test 0.234 5.5 0.935 1359
jpn-msa/opus jpn-msa Tatoeba-test 0.464 20.6 0.924 17028
jpn-nld/opus jpn-nld Tatoeba-test 0.534 34.7 0.939 25849
jpn-nor/opus jpn-nor Tatoeba-test 0.476 29.2 0.908 8497
jpn-pol/opus jpn-pol Tatoeba-test 0.386 15.7 1.000 69904
jpn-por/opus jpn-por Tatoeba-test 0.451 22.6 0.918 15570
jpn-rus/opus jpn-rus Tatoeba-test 0.441 23.2 0.974 70820
jpn-spa/opus jpn-spa Tatoeba-test 0.518 30.1 0.951 77638
jpn-swe/opus jpn-swe Tatoeba-test 0.416 22.6 0.841 7034
jpn-tur/opus jpn-tur Tatoeba-test 0.434 16.7 0.932 4755
jpn-ukr/opus jpn-ukr Tatoeba-test 0.111 0.5 1.000 2626
jpn-vie/opus jpn-vie Tatoeba-test 0.380 20.3 0.909 10779
jpx-jpx/opus eng-jpn Tatoeba-test 0.230 11.3 1.000 99206
jpx-jpx/opus jpn-eng Tatoeba-test 0.461 25.5 0.938 89230
kor-deu/opus kor-deu Tatoeba-test 0.509 28.4 0.974 9013
kor-eng/opus kor-eng Tatoeba-test 0.586 40.8 0.956 17711
kor-fin/opus kor-fin Tatoeba-test 0.489 24.1 0.890 2251
kor-fra/opus kor-fra Tatoeba-test 0.515 31.8 0.911 2714
kor-hun/opus kor-hun Tatoeba-test 0.525 30.7 0.912 1615
kor-rus/opus kor-rus Tatoeba-test 0.514 30.3 0.961 1382
kor-spa/opus kor-spa Tatoeba-test 0.521 31.3 0.950 6805
lav-rus/opus lav-rus Tatoeba-test 0.695 52.9 0.987 1541
lit-ita/opus lit-ita Tatoeba-test 0.657 42.2 0.974 1505
lit-pol/opus lit-pol Tatoeba-test 0.721 53.6 0.957 10629
lit-rus/opus lit-rus Tatoeba-test 0.695 51.7 0.982 15395
lit-spa/opus lit-spa Tatoeba-test 0.680 50.5 0.963 2738
lit-tur/opus lit-tur Tatoeba-test 0.648 35.8 0.927 7700
mal-eng/opus mal-eng Tatoeba-test 0.599 42.2 0.965 5558
mkd-eng/opus mkd-eng Tatoeba-test 0.680 54.8 0.985 65604
mkd-spa/opus mkd-spa Tatoeba-test 0.717 56.5 0.997 1121
mkh-mkh/opus eng-vie Tatoeba-test 0.479 30.4 0.975 24427
mkh-mkh/opus vie-eng Tatoeba-test 0.507 31.4 0.922 20241
mlt-eng/opus mlt-eng Tatoeba-test 0.662 49.3 1.000 1165
model language-pair testset chrF2 BLEU BP reference-length
msa-deu/opus msa-deu Tatoeba-test 0.592 37.9 0.969 4198
msa-fra/opus msa-fra Tatoeba-test 0.626 45.7 0.975 7808
msa-ita/opus msa-ita Tatoeba-test 0.628 39.7 0.995 2758
nld-nor/opus nld-nor Tatoeba-test 0.773 63.2 0.981 1459
nld-ukr/opus nld-ukr Tatoeba-test 0.619 40.8 0.992 51674
nor-dan/opus nor-dan Tatoeba-test 0.846 73.1 1.000 9865
nor-deu/opus nor-deu Tatoeba-test 0.662 46.0 0.971 34575
nor-fin/opus nor-fin Tatoeba-test 0.589 33.5 0.918 13066
nor-fra/opus nor-fra Tatoeba-test 0.690 55.2 1.000 3205
nor-nld/opus nor-nld Tatoeba-test 0.711 56.0 0.949 1535
nor-pol/opus nor-pol Tatoeba-test 0.604 36.7 0.964 1828
nor-rus/opus nor-rus Tatoeba-test 0.619 40.1 0.974 10671
nor-spa/opus nor-spa Tatoeba-test 0.708 53.2 0.977 7311
nor-swe/opus nor-swe Tatoeba-test 0.849 74.7 0.994 3672
nor-ukr/opus nor-ukr Tatoeba-test 0.625 41.2 1.000 3982
phi-phi/opus ceb-eng Tatoeba-test 0.404 21.7 0.998 2293
phi-phi/opus eng-ceb Tatoeba-test 0.432 10.8 1.000 2088
pol-lit/opus pol-lit Tatoeba-test 0.688 43.7 0.981 10084
pol-nor/opus pol-nor Tatoeba-test 0.668 50.1 0.954 2045
pol-ukr/opus pol-ukr Tatoeba-test 0.665 47.1 0.992 13434
por-cat/opus por-cat Tatoeba-test 0.633 41.5 0.975 5878
por-tgl/opus por-tgl Tatoeba-test 0.555 26.1 1.000 27240
por-ukr/opus por-ukr Tatoeba-test 0.624 41.2 0.986 18933
pqw-pqw/opus ceb-eng Tatoeba-test 0.370 19.4 0.994 2293
pqw-pqw/opus eng-ceb Tatoeba-test 0.415 9.7 1.000 2088
pqw-pqw/opus msa-msa Tatoeba-test 0.312 13.9 1.000 6029
roa-zho/opus ita-zho Tatoeba-test 0.129 14.5 1.000 26638
roa-zho/opus msa-zho Tatoeba-test 0.095 9.4 1.000 4028
rus-afr/opus rus-afr Tatoeba-test 0.669 48.1 1.000 1390
rus-bul/opus nld-afr Tatoeba-test 0.749 57.8 1.000 6823
rus-dan/opus rus-dan Tatoeba-test 0.714 56.6 0.977 11746
rus-est/opus rus-est Tatoeba-test 0.749 57.5 0.975 3572
rus-lav/opus rus-lav Tatoeba-test 0.693 49.2 0.964 1518
rus-lit/opus rus-lit Tatoeba-test 0.675 43.5 0.937 14406
rus-nor/opus rus-nor Tatoeba-test 0.605 40.4 0.959 11686
rus-slv/opus rus-slv Tatoeba-test 0.492 32.3 0.992 2135
rus-swe/opus rus-swe Tatoeba-test 0.677 51.9 0.968 8449
rus-ukr/opus rus-ukr Tatoeba-test 0.793 64.0 0.990 60212
rus-vie/opus rus-vie Tatoeba-test 0.346 16.9 1.000 2566
sal-sal/opus msa-msa Tatoeba-test 0.232 8.2 1.000 6029
sem-sem/opus eng-mlt Tatoeba-test 0.563 17.7 1.000 899
sem-sem/opus mlt-eng Tatoeba-test 0.659 49.2 1.000 1165
sla-sla/opus bul-ukr Tatoeba-test 0.688 49.7 0.995 4932
sla-sla/opus ces-ukr Tatoeba-test 0.678 51.3 0.993 8891
sla-sla/opus eng-mkd Tatoeba-test 0.602 40.4 0.980 61969
sla-sla/opus eng-ukr Tatoeba-test 0.571 36.0 0.983 60756
sla-sla/opus hbs-ukr Tatoeba-test 0.689 51.1 0.983 4959
sla-sla/opus mkd-eng Tatoeba-test 0.640 49.1 0.979 65604
sla-sla/opus pol-ukr Tatoeba-test 0.663 46.7 0.991 13434
sla-sla/opus rus-slv Tatoeba-test 0.478 29.6 0.990 2135
sla-sla/opus rus-ukr Tatoeba-test 0.745 56.8 0.990 60212
sla-sla/opus slv-rus Tatoeba-test 0.645 46.5 1.000 2101
sla-sla/opus slv-ukr Tatoeba-test 0.553 35.1 1.000 3906
sla-sla/opus ukr-bul Tatoeba-test 0.732 56.6 0.986 5181
sla-sla/opus ukr-ces Tatoeba-test 0.675 50.6 1.000 8550
sla-sla/opus ukr-eng Tatoeba-test 0.653 49.1 0.975 66118
sla-sla/opus ukr-hbs Tatoeba-test 0.671 47.2 0.973 5128
sla-sla/opus ukr-pol Tatoeba-test 0.690 48.8 0.957 13098
sla-sla/opus ukr-rus Tatoeba-test 0.780 62.0 0.993 60387
sla-sla/opus ukr-slv Tatoeba-test 0.291 14.6 1.000 3823
slv-rus/opus slv-rus Tatoeba-test 0.504 37.3 0.988 2101
slv-ukr/opus slv-ukr Tatoeba-test 0.236 10.6 1.000 3906
spa-afr/opus spa-afr Tatoeba-test 0.718 55.0 0.974 3044
spa-cat/opus spa-cat Tatoeba-test 0.832 68.9 1.000 12343
spa-eus/opus spa-eus Tatoeba-test 0.638 37.0 0.983 10945
spa-isl/opus spa-isl Tatoeba-test 0.528 27.1 1.000 1220
spa-lit/opus spa-lit Tatoeba-test 0.643 40.2 0.956 2341
spa-mkd/opus spa-mkd Tatoeba-test 0.681 48.2 1.000 1073
spa-nor/opus spa-nor Tatoeba-test 0.722 56.7 0.972 7217
spa-tgl/opus spa-tgl Tatoeba-test 0.486 13.7 1.000 8844
spa-ukr/opus spa-ukr Tatoeba-test 0.614 41.3 0.983 53833
spa-vie/opus spa-vie Tatoeba-test 0.508 33.1 0.980 4654
sqi-eng/opus sqi-eng Tatoeba-test 0.722 56.8 0.947 7762
swa-eng/opus swa-eng Tatoeba-test 0.580 43.5 0.956 4998
swa-swa/opus eng-swa Tatoeba-test 0.433 14.3 1.000 1881
swa-swa/opus swa-eng Tatoeba-test 0.603 45.1 0.949 2499
swe-nor/opus swe-nor Tatoeba-test 0.843 73.6 0.994 3682
swe-rus/opus swe-rus Tatoeba-test 0.655 45.9 0.988 7659
tam-eng/opus tam-eng Tatoeba-test 0.402 21.3 1.000 2125
taw-taw/opus eng-tha Tatoeba-test 0.516 2.3 1.000 1596
taw-taw/opus tha-eng Tatoeba-test 0.589 40.5 0.972 7407
tgl-deu/opus tgl-deu Tatoeba-test 0.468 22.0 0.974 4906
tgl-eng/opus tgl-eng Tatoeba-test 0.542 35.1 0.979 36336
tgl-fra/opus tgl-fra Tatoeba-test 0.490 26.6 1.000 12086
tgl-por/opus tgl-por Tatoeba-test 0.521 28.9 0.985 25652
tgl-spa/opus tgl-spa Tatoeba-test 0.525 30.5 1.000 8654
tha-eng/opus tha-eng Tatoeba-test 0.644 48.1 0.974 7407
tur-lit/opus tur-lit Tatoeba-test 0.631 35.6 0.949 8285
tur-ukr/opus tur-ukr Tatoeba-test 0.624 42.5 0.983 12988
ukr-bul/opus ukr-bul Tatoeba-test 0.734 55.7 0.976 5181
ukr-ces/opus ukr-ces Tatoeba-test 0.686 52.0 0.993 8550
ukr-deu/opus ukr-deu Tatoeba-test 0.661 48.2 0.980 62298
ukr-eng/opus ukr-eng Tatoeba-test 0.670 51.7 0.972 66118
ukr-fra/opus ukr-fra Tatoeba-test 0.637 46.4 0.990 62877
ukr-hbs/opus ukr-hbs Tatoeba-test 0.643 44.5 0.962 5128
ukr-heb/opus ukr-heb Tatoeba-test 0.557 35.7 1.000 4765
ukr-hun/opus ukr-hun Tatoeba-test 0.649 41.4 0.974 2433
ukr-ita/opus ukr-ita Tatoeba-test 0.662 46.0 0.949 27846
ukr-nld/opus ukr-nld Tatoeba-test 0.656 48.7 0.985 59943
ukr-nor/opus ukr-nor Tatoeba-test 0.699 55.0 0.985 4378
ukr-pol/opus ukr-pol Tatoeba-test 0.685 49.9 0.947 13098
ukr-por/opus ukr-por Tatoeba-test 0.607 38.9 0.980 21315
ukr-rus/opus ukr-rus Tatoeba-test 0.826 69.2 0.992 60387
ukr-slv/opus ukr-slv Tatoeba-test 0.280 11.8 1.000 3823
ukr-spa/opus ukr-spa Tatoeba-test 0.649 46.4 0.971 58486
ukr-tur/opus ukr-tur Tatoeba-test 0.655 39.3 0.934 11844
urd-eng/opus urd-eng Tatoeba-test 0.435 23.2 0.975 12029
vie-deu/opus vie-deu Tatoeba-test 0.484 27.6 0.958 3365
vie-eng/opus vie-eng Tatoeba-test 0.608 42.8 0.955 20241
vie-fra/opus vie-fra Tatoeba-test 0.544 34.2 0.955 11519
vie-ita/opus vie-ita Tatoeba-test 0.548 31.2 0.932 1774
vie-rus/opus vie-rus Tatoeba-test 0.331 16.9 0.878 2207
vie-spa/opus vie-spa Tatoeba-test 0.540 32.9 0.953 3832
zle-gmw/opus1m rus-afr Tatoeba-test 0.666 47.1 1.000 1390
zle-gmw/opus1m ukr-deu Tatoeba-test 0.674 50.2 0.994 62298
zle-gmw/opus1m ukr-eng Tatoeba-test 0.676 52.7 0.979 66118
zle-gmw/opus1m ukr-nld Tatoeba-test 0.672 50.6 0.991 59943
zle-gmw/opus-tuned4rus2afr rus-afr Tatoeba-test 0.693 51.7 1.000 1390
zle-gmw/opus-tuned4ukr2deu ukr-deu Tatoeba-test 0.678 50.7 0.980 62298
zle-gmw/opus-tuned4ukr2eng ukr-eng Tatoeba-test 0.683 53.5 0.975 66118
zle-gmw/opus-tuned4ukr2nld ukr-nld Tatoeba-test 0.673 50.7 0.982 59943
zle-roa/opus1m ukr-fra Tatoeba-test 0.641 46.8 0.999 62877
zle-roa/opus1m ukr-ita Tatoeba-test 0.664 45.5 0.956 27846
zle-roa/opus1m ukr-por Tatoeba-test 0.610 39.7 0.987 21315
zle-roa/opus1m ukr-spa Tatoeba-test 0.660 47.3 0.980 58486
zle-zle/opus eng-ukr Tatoeba-test 0.578 36.3 0.980 60756
zle-zle/opus rus-ukr Tatoeba-test 0.789 63.0 0.991 60212
zle-zle/opus ukr-eng Tatoeba-test 0.655 49.5 0.974 66118
zle-zle/opus ukr-rus Tatoeba-test 0.824 68.8 0.994 60387
zls-zls/opus eng-mkd Tatoeba-test 0.627 43.5 0.979 61969
zls-zls/opus mkd-eng Tatoeba-test 0.667 52.7 0.981 65604

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aav-bat/opus eng-lav newsdev2017-enlv-englav 0.520 21.3 0.987 41503
aav-bat/opus eng-lav newstest2017-enlv-englav 0.482 16.3 1.000 39434
aav-bat/opus eng-lit newsdev2019-enlt-englit 0.508 18.8 1.000 40116
aav-bat/opus eng-lit newstest2019-enlt-englit 0.445 11.9 1.000 20091
aav-cus/opus eng-som tico19-test-engsom 0.200 1.1 0.750 63654
afa-afa/opus ara-eng Tatoeba-test 0.556 37.6 0.998 73977
afa-afa/opus ara-heb Tatoeba-test 0.546 34.5 0.992 6801
afa-afa/opus eng-ara Tatoeba-test 0.405 11.9 1.000 58935
afa-afa/opus eng-heb Tatoeba-test 0.534 30.5 1.000 60359
afa-afa/opus heb-ara Tatoeba-test 0.474 17.6 0.904 6372
afa-afa/opus heb-eng Tatoeba-test 0.578 40.9 0.969 73560
ara-deu/opus ara-deu Tatoeba-test 0.629 44.7 0.986 8371
ara-deu/opus ara-deu Tatoeba-test 0.630 44.5 0.982 8371
ara-ell/opus ara-ell Tatoeba-test 0.641 44.9 0.997 2009
ara-eng/opus ara-eng Tatoeba-test 0.617 44.9 0.984 73977
ara-fra/opus ara-fra Tatoeba-test 0.562 39.8 0.994 11066
ara-heb/opus ara-heb Tatoeba-test 0.605 40.4 1.000 6801
ara-ita/opus ara-ita Tatoeba-test 0.639 43.2 0.983 1495
ara-rus/opus ara-rus Tatoeba-test 0.606 42.3 0.974 21830
ara-tur/opus ara-tur Tatoeba-test 0.614 32.8 0.936 6949
bat-bat/opus eng-lav newsdev2017-enlv-englav 0.521 21.6 0.992 41503
bat-bat/opus eng-lav newstest2017-enlv-englav 0.480 16.0 1.000 39434
bat-bat/opus eng-lav Tatoeba-test 0.624 39.8 0.993 9932
bat-bat/opus eng-lit newsdev2019-enlt-englit 0.509 18.5 1.000 40116
bat-bat/opus eng-lit newstest2019-enlt-englit 0.451 12.5 1.000 20091
bat-bat/opus eng-lit Tatoeba-test 0.621 34.0 0.951 14798
bat-bat/opus lav-eng newsdev2017-enlv-laveng 0.549 24.8 1.000 48175
bat-bat/opus lav-eng newstest2017-enlv-laveng 0.494 19.2 1.000 47511
bat-bat/opus lav-eng Tatoeba-test 0.660 48.7 0.977 11213
bat-bat/opus lit-eng newsdev2019-enlt-liteng 0.535 25.0 0.974 49666
bat-bat/opus lit-eng newstest2019-lten-liteng 0.574 27.8 0.958 26079
bat-bat/opus lit-eng Tatoeba-test 0.671 51.2 0.966 17688
bul-deu/opus bul-deu Tatoeba-test 0.677 49.5 0.996 2218
bul-eng/opus bul-eng Tatoeba-test 0.720 58.3 0.983 71868
bul-fra/opus bul-fra Tatoeba-test 0.693 53.7 0.977 3669
bul-ita/opus bul-ita Tatoeba-test 0.653 43.1 0.987 16951
bul-rus/opus afr-nld Tatoeba-test 0.715 55.2 0.995 6710
bul-spa/opus bul-spa Tatoeba-test 0.661 49.1 0.992 1783
bul-tur/opus bul-tur Tatoeba-test 0.686 40.2 0.956 4945
ces-deu/opus ces-deu newssyscomb2009-cesdeu 0.521 22.1 0.985 11271
ces-deu/opus ces-deu news-test2008-cesdeu 0.521 21.1 1.000 47427
ces-deu/opus ces-deu newstest2009-cesdeu 0.526 21.9 0.984 62816
ces-deu/opus ces-deu newstest2010-cesdeu 0.531 22.6 0.967 61511
ces-deu/opus ces-deu newstest2011-cesdeu 0.519 21.9 1.000 72981
ces-deu/opus ces-deu newstest2012-cesdeu 0.519 22.5 0.997 72886
ces-deu/opus ces-deu newstest2013-cesdeu 0.540 25.0 1.000 63737
ces-deu/opus ces-deu newstest2019-csde-cesdeu 0.534 23.5 1.000 48969
ces-deu/opus ces-deu Tatoeba-test 0.692 51.5 0.978 27155
ces-eng/opus ces-eng newssyscomb2009-ceseng 0.554 27.7 0.972 11821
ces-eng/opus ces-eng newstest2009-ceseng 0.550 27.1 0.973 65402
ces-eng/opus ces-eng newstest2010-ceseng 0.559 27.2 0.979 61724
ces-eng/opus ces-eng newstest2011-ceseng 0.557 28.0 0.992 74681
ces-eng/opus ces-eng newstest2012-ceseng 0.553 27.2 1.000 72812
ces-eng/opus ces-eng newstest2013-ceseng 0.571 30.4 1.000 64505
ces-eng/opus ces-eng newstest2014-csen-ceseng 0.616 34.3 1.000 68065
ces-eng/opus ces-eng newstest2015-encs-ceseng 0.567 30.7 0.976 53572
ces-eng/opus ces-eng newstest2016-encs-ceseng 0.588 32.3 0.997 64670
ces-eng/opus ces-eng newstest2017-encs-ceseng 0.558 28.7 0.998 61725
ces-eng/opus ces-eng newstest2018-encs-ceseng 0.568 30.5 0.994 63496
ces-eng/opus ces-eng Tatoeba-test 0.719 57.0 0.963 75376
ces-fra/opus ces-fra newssyscomb2009-cesfra 0.559 26.9 0.983 12334
ces-fra/opus ces-fra news-test2008-cesfra 0.537 24.5 0.981 52685
ces-fra/opus ces-fra newstest2009-cesfra 0.541 25.3 0.960 69278
ces-fra/opus ces-fra newstest2010-cesfra 0.549 26.0 0.974 66043
ces-fra/opus ces-fra newstest2011-cesfra 0.551 27.3 0.968 80626
ces-fra/opus ces-fra newstest2012-cesfra 0.542 26.1 0.991 78011
ces-fra/opus ces-fra newstest2013-cesfra 0.548 27.9 0.977 70037
ces-fra/opus ces-fra Tatoeba-test 0.720 56.0 0.982 3231
ces-hun/opus ces-hun newssyscomb2009-ceshun 0.497 17.6 1.000 9733
ces-hun/opus ces-hun newstest2009-ceshun 0.495 18.5 0.992 54965
ces-hun/opus ces-hun Tatoeba-test 0.691 48.6 0.975 10352
ces-ita/opus ces-ita newssyscomb2009-cesita 0.560 25.8 0.999 11551
ces-ita/opus ces-ita newstest2009-cesita 0.547 24.1 0.999 63474
ces-ita/opus ces-ita Tatoeba-test 0.675 44.9 0.982 7872
ces-pol/opus ces-pol Tatoeba-test 0.701 50.5 0.965 3369
ces-rus/opus ces-rus newstest2012-cesrus 0.470 19.4 0.985 64830
ces-rus/opus ces-rus newstest2013-cesrus 0.507 23.9 0.968 58560
ces-rus/opus ces-rus Tatoeba-test 0.722 55.1 0.979 15084
ces-slv/opus ces-slv Tatoeba-test 0.239 5.1 0.994 1823
ces-spa/opus ces-spa newssyscomb2009-cesspa 0.548 27.0 0.980 12506
ces-spa/opus ces-spa news-test2008-cesspa 0.531 24.8 0.983 52596
ces-spa/opus ces-spa newstest2009-cesspa 0.540 25.3 0.988 68114
ces-spa/opus ces-spa newstest2010-cesspa 0.563 29.0 0.991 65522
ces-spa/opus ces-spa newstest2011-cesspa 0.556 29.5 0.987 79476
ces-spa/opus ces-spa newstest2012-cesspa 0.554 28.8 0.986 79006
ces-spa/opus ces-spa newstest2013-cesspa 0.556 29.8 0.963 70528
ces-spa/opus ces-spa Tatoeba-test 0.706 53.4 0.971 12716
cpp-cpp/opus eng-msa Tatoeba-test 0.587 33.2 0.993 33634
cpp-cpp/opus msa-eng Tatoeba-test 0.585 39.8 0.961 37033
dan-deu/opus dan-deu Tatoeba-test 0.740 56.7 0.993 76069
dan-eng/opus dan-eng Tatoeba-test 0.776 64.4 0.977 73617
dan-fin/opus dan-fin Tatoeba-test 0.617 37.4 0.928 14305
dan-fra/opus dan-fra Tatoeba-test 0.759 63.0 1.000 11929
dan-ita/opus dan-ita Tatoeba-test 0.727 52.7 0.977 2202
dan-nld/opus dan-nld Tatoeba-test 0.778 64.4 0.993 10802
dan-por/opus dan-por Tatoeba-test 0.733 54.7 1.000 5351
dan-spa/opus dan-spa Tatoeba-test 0.718 53.8 0.974 35528
dan-swe/opus dan-swe Tatoeba-test 0.832 72.1 0.988 10082
dan-tur/opus dan-tur Tatoeba-test 0.662 40.5 0.945 3429
deu-ara/opus deu-ara Tatoeba-test 0.486 17.8 0.967 6324
deu-ara/opus deu-ara Tatoeba-test 0.486 19.7 0.993 6324
deu-bul/opus deu-bul Tatoeba-test 0.683 50.7 0.980 2032
deu-ces/opus deu-ces newssyscomb2009-deuces 0.502 23.0 0.978 10032
deu-ces/opus deu-ces news-test2008-deuces 0.491 20.6 0.979 42484
deu-ces/opus deu-ces newstest2009-deuces 0.487 20.9 0.979 55533
deu-ces/opus deu-ces newstest2010-deuces 0.511 22.7 1.000 52958
deu-ces/opus deu-ces newstest2011-deuces 0.489 21.2 0.965 65653
deu-ces/opus deu-ces newstest2012-deuces 0.481 20.9 0.965 65456
deu-ces/opus deu-ces newstest2013-deuces 0.505 23.4 0.967 57250
deu-ces/opus deu-ces newstest2019-decs-deuces 0.496 21.9 0.981 43373
deu-ces/opus deu-ces Tatoeba-test 0.631 42.4 0.976 22864
deu-dan/opus deu-dan Tatoeba-test 0.727 56.6 0.981 74655
deu-ell/opus deu-ell Tatoeba-test 0.652 45.3 0.982 15517
deu-eng/opus deu-eng newssyscomb2009-deueng 0.557 28.8 1.000 11821
deu-eng/opus deu-eng news-test2008-deueng 0.551 28.0 1.000 49380
deu-eng/opus deu-eng newstest2009-deueng 0.546 27.1 0.988 65402
deu-eng/opus deu-eng newstest2010-deueng 0.588 30.8 1.000 61724
deu-eng/opus deu-eng newstest2011-deueng 0.556 27.5 1.000 74681
deu-eng/opus deu-eng newstest2012-deueng 0.570 29.4 1.000 72812
deu-eng/opus deu-eng newstest2013-deueng 0.585 32.3 1.000 64505
deu-eng/opus deu-eng newstest2014-deen-deueng 0.603 34.6 0.981 67337
deu-eng/opus deu-eng newstest2015-ende-deueng 0.602 34.6 0.980 46443
deu-eng/opus deu-eng newstest2016-ende-deueng 0.653 40.9 1.000 64126
deu-eng/opus deu-eng newstest2017-ende-deueng 0.615 36.3 0.988 64399
deu-eng/opus deu-eng newstest2018-ende-deueng 0.674 44.6 0.984 67013
deu-eng/opus deu-eng newstest2019-deen-deueng 0.645 40.5 1.000 39282
deu-eng/opus deu-eng Tatoeba-test 0.696 53.4 0.976 81233
deu-est/opus deu-est Tatoeba-test 0.741 55.4 0.984 1222
deu-fin/opus deu-fin goethe-institute-test1-deufin 0.501 18.6 0.942 27070
deu-fin/opus deu-fin goethe-institute-test2-deufin 0.498 18.3 0.936 27014
deu-fin/opus deu-fin Tatoeba-test 0.634 40.1 0.944 14145
deu-fra/opus deu-fra euelections_dev2019.de-fr-deufra 0.594 32.2 0.959 38376
deu-fra/opus deu-fra newssyscomb2009-deufra 0.555 26.8 0.985 12334
deu-fra/opus deu-fra news-test2008-deufra 0.549 26.6 0.987 52685
deu-fra/opus deu-fra newstest2009-deufra 0.539 25.4 0.965 69278
deu-fra/opus deu-fra newstest2010-deufra 0.575 29.1 1.000 66043
deu-fra/opus deu-fra newstest2011-deufra 0.555 27.1 0.978 80626
deu-fra/opus deu-fra newstest2012-deufra 0.556 27.5 1.000 78011
deu-fra/opus deu-fra newstest2013-deufra 0.562 29.7 0.972 70037
deu-fra/opus deu-fra newstest2019-defr-deufra 0.628 35.9 0.959 42530
deu-fra/opus deu-fra Tatoeba-test 0.661 48.6 0.979 81669
deu-hbs/opus deu-hbs Tatoeba-test 0.330 20.1 0.752 27682
deu-heb/opus deu-heb Tatoeba-test 0.580 37.1 0.980 20337
deu-hun/opus deu-hun newssyscomb2009-deuhun 0.492 17.7 1.000 9733
deu-hun/opus deu-hun newstest2009-deuhun 0.481 17.3 0.985 54965
deu-hun/opus deu-hun Tatoeba-test 0.582 33.0 0.954 68302
ell-ara/opus ell-ara Tatoeba-test 0.482 22.5 0.983 1686
ell-deu/opus ell-deu Tatoeba-test 0.692 53.3 0.989 17025
eng-ara/opus eng-ara Tatoeba-test 0.437 14.0 1.000 58935
eng-bul/opus eng-bul Tatoeba-test 0.565 36.0 1.000 69500
eng-ces/opus eng-ces newssyscomb2009-engces 0.513 23.4 0.992 10032
eng-ces/opus eng-ces news-test2008-engces 0.488 20.7 0.993 42484
eng-ces/opus eng-ces newstest2009-engces 0.502 21.9 0.992 55533
eng-ces/opus eng-ces newstest2010-engces 0.507 22.1 0.996 52958
eng-ces/opus eng-ces newstest2011-engces 0.511 23.3 0.966 65653
eng-ces/opus eng-ces newstest2012-engces 0.483 20.7 0.951 65456
eng-ces/opus eng-ces newstest2013-engces 0.518 24.9 0.970 57250
eng-ces/opus eng-ces newstest2015-encs-engces 0.527 24.4 1.000 45931
eng-ces/opus eng-ces newstest2016-encs-engces 0.546 27.5 1.000 57013
eng-ces/opus eng-ces newstest2017-encs-engces 0.506 22.7 0.986 54461
eng-ces/opus eng-ces newstest2018-encs-engces 0.506 22.4 1.000 54772
eng-ces/opus eng-ces newstest2019-encs-engces 0.517 23.8 0.992 43373
eng-ces/opus eng-ces Tatoeba-test 0.663 47.8 0.988 65288
eng-dan/opus eng-dan Tatoeba-test 0.753 61.7 0.987 73213
eng-deu/opus eng-deu newssyscomb2009-engdeu 0.539 23.3 0.990 11271
eng-deu/opus eng-deu news-test2008-engdeu 0.533 23.9 1.000 47427
eng-deu/opus eng-deu newstest2009-engdeu 0.533 22.7 0.999 62816
eng-deu/opus eng-deu newstest2010-engdeu 0.550 25.9 0.966 61511
eng-deu/opus eng-deu newstest2011-engdeu 0.528 22.9 0.993 72981
eng-deu/opus eng-deu newstest2012-engdeu 0.530 23.8 0.972 72886
eng-deu/opus eng-deu newstest2013-engdeu 0.558 27.6 0.983 63737
eng-deu/opus eng-deu newstest2015-ende-engdeu 0.601 32.0 1.000 44260
eng-deu/opus eng-deu newstest2016-ende-engdeu 0.644 37.9 0.992 62670
eng-deu/opus eng-deu newstest2017-ende-engdeu 0.593 30.6 1.000 61291
eng-deu/opus eng-deu newstest2018-ende-engdeu 0.697 46.4 0.999 64276
eng-deu/opus eng-deu newstest2019-ende-engdeu 0.664 42.4 0.990 48969
eng-deu/opus eng-deu Tatoeba-test 0.655 45.8 0.995 83347
eng-fas/opus eng-fas tico19-test-engfas 0.422 13.7 0.826 62758
eng-fin/opus eng-fin newsdev2015-enfi-engfin 0.556 21.6 1.000 23375
eng-fin/opus eng-fin newstest2015-enfi-engfin 0.567 23.2 1.000 19968
eng-fin/opus eng-fin newstest2016-enfi-engfin 0.578 24.9 0.986 48116
eng-fin/opus eng-fin newstest2017-enfi-engfin 0.605 27.5 0.996 45718
eng-fin/opus eng-fin newstest2018-enfi-engfin 0.532 18.4 1.000 45475
eng-fin/opus eng-fin newstest2019-enfi-engfin 0.551 23.3 0.966 38369
eng-fin/opus eng-fin newstestB2016-enfi-engfin 0.542 19.7 1.000 45766
eng-fin/opus eng-fin newstestB2017-enfi-engfin 0.565 22.7 1.000 45506
eng-fin/opus eng-fin Tatoeba-test 0.629 38.7 0.935 60517
eng-heb/opus eng-heb Tatoeba-test 0.602 37.9 1.000 60359
eng-por/opus eng-por Tatoeba-test 0.649 44.5 0.953 75371
eng-por/opus eng-por Tatoeba-test 0.652 43.9 0.969 75371
eng-ron/opus eng-ron newsdev2016-enro-engron 0.591 30.7 1.000 51566
eng-ron/opus eng-ron newstest2016-enro-engron 0.573 28.4 1.000 49094
eng-ron/opus eng-ron Tatoeba-test 0.665 45.0 0.990 36851
eng-spa/opus eng-spa newssyscomb2009-engspa 0.583 31.3 0.990 12506
eng-spa/opus eng-spa news-test2008-engspa 0.564 29.6 1.000 52596
eng-spa/opus eng-spa newstest2009-engspa 0.578 30.2 1.000 68114
eng-spa/opus eng-spa newstest2010-engspa 0.620 36.9 1.000 65522
eng-spa/opus eng-spa newstest2011-engspa 0.620 38.3 0.984 79476
eng-spa/opus eng-spa newstest2012-engspa 0.626 39.1 0.969 79006
eng-spa/opus eng-spa newstest2013-engspa 0.598 35.1 0.960 70528
eng-spa/opus eng-spa Tatoeba-test 0.721 55.1 0.978 77311
eng-tur/opus eng-tur newsdev2016-entr-engtur 0.564 20.9 1.000 16127
eng-tur/opus eng-tur newstest2016-entr-engtur 0.548 20.3 0.982 50782
eng-tur/opus eng-tur newstest2017-entr-engtur 0.551 20.8 0.957 51977
eng-tur/opus eng-tur newstest2018-entr-engtur 0.547 19.7 0.963 53731
eng-tur/opus eng-tur Tatoeba-test 0.684 41.5 0.932 60469
est-deu/opus est-deu Tatoeba-test 0.681 50.8 1.000 1390
fin-dan/opus fin-dan Tatoeba-test 0.708 55.0 1.000 16672
fin-deu/opus fin-deu Tatoeba-test 0.658 47.4 1.000 18076
fin-eng/opus fin-eng newsdev2015-enfi-fineng 0.536 25.3 1.000 32104
fin-eng/opus fin-eng newstest2015-enfi-fineng 0.547 26.9 0.997 27356
fin-eng/opus fin-eng newstest2016-enfi-fineng 0.571 29.0 1.000 63043
fin-eng/opus fin-eng newstest2017-enfi-fineng 0.594 32.3 0.997 61936
fin-eng/opus fin-eng newstest2018-enfi-fineng 0.517 23.8 0.991 62325
fin-eng/opus fin-eng newstest2019-fien-fineng 0.565 29.0 1.000 36227
fin-eng/opus fin-eng newstestB2016-enfi-fineng 0.527 24.5 0.999 63043
fin-eng/opus fin-eng newstestB2017-enfi-fineng 0.557 27.4 1.000 61936
fin-eng/opus fin-eng newstestB2017-fien-fineng 0.557 27.4 1.000 61936
fin-eng/opus fin-eng Tatoeba-test 0.697 53.4 0.990 74651
fiu-fiu/opus eng-est newsdev2018-enet-engest 0.500 17.9 0.992 34508
fiu-fiu/opus eng-est newstest2018-enet-engest 0.511 18.6 0.989 36236
fiu-fiu/opus eng-est Tatoeba-test 0.673 47.6 0.969 7992
fiu-fiu/opus eng-fin newsdev2015-enfi-engfin 0.500 16.6 0.997 23375
fiu-fiu/opus eng-fin newstest2015-enfi-engfin 0.513 18.2 1.000 19968
fiu-fiu/opus eng-fin newstest2016-enfi-engfin 0.523 19.1 0.976 48116
fiu-fiu/opus eng-fin newstest2017-enfi-engfin 0.545 21.7 0.983 45718
fiu-fiu/opus eng-fin newstest2018-enfi-engfin 0.481 14.3 1.000 45475
fiu-fiu/opus eng-fin newstest2019-enfi-engfin 0.502 18.6 0.944 38369
fiu-fiu/opus eng-fin newstestB2016-enfi-engfin 0.493 15.5 1.000 45766
fiu-fiu/opus eng-fin newstestB2017-enfi-engfin 0.511 17.8 0.988 45506
fiu-fiu/opus eng-fin Tatoeba-test 0.579 32.9 0.926 60517
fiu-fiu/opus eng-hun newssyscomb2009-enghun 0.459 14.1 1.000 9733
fiu-fiu/opus eng-hun newstest2009-enghun 0.448 14.1 0.997 54965
fiu-fiu/opus eng-hun Tatoeba-test 0.567 32.8 0.962 58902
fiu-fiu/opus est-eng newsdev2018-enet-esteng 0.524 24.5 0.997 43194
fiu-fiu/opus est-eng newstest2018-enet-esteng 0.533 24.8 0.997 45521
fiu-fiu/opus est-eng Tatoeba-test 0.694 53.6 0.970 8811
fiu-fiu/opus fin-eng newsdev2015-enfi-fineng 0.499 21.2 0.996 32104
fiu-fiu/opus fin-eng newstest2015-enfi-fineng 0.504 22.4 0.985 27356
fiu-fiu/opus fin-eng newstest2016-enfi-fineng 0.529 24.1 1.000 63043
fiu-fiu/opus fin-eng newstest2017-enfi-fineng 0.542 26.3 0.990 61936
fiu-fiu/opus fin-eng newstest2018-enfi-fineng 0.476 19.5 0.986 62325
fiu-fiu/opus fin-eng newstest2019-fien-fineng 0.517 23.6 0.990 36227
fiu-fiu/opus fin-eng newstestB2016-enfi-fineng 0.490 20.1 0.990 63043
fiu-fiu/opus fin-eng newstestB2017-enfi-fineng 0.511 22.6 1.000 61936
fiu-fiu/opus fin-eng newstestB2017-fien-fineng 0.511 22.6 1.000 61936
fiu-fiu/opus fin-eng Tatoeba-test 0.643 46.2 0.982 74651
fiu-fiu/opus fin-hun Tatoeba-test 0.671 44.3 0.997 6484
fiu-fiu/opus hun-eng newssyscomb2009-huneng 0.476 18.5 0.960 11821
fiu-fiu/opus hun-eng newstest2009-huneng 0.472 18.0 0.941 65402
fiu-fiu/opus hun-eng Tatoeba-test 0.619 44.2 0.974 69326
fiu-fiu/opus hun-fin Tatoeba-test 0.686 47.3 0.931 6501
fra-ara/opus fra-ara Tatoeba-test 0.439 14.4 1.000 7956
fra-bul/opus fra-bul Tatoeba-test 0.657 46.3 0.953 3286
fra-ces/opus fra-ces newssyscomb2009-fraces 0.501 22.0 0.979 10032
fra-ces/opus fra-ces news-test2008-fraces 0.484 20.1 0.989 42484
fra-ces/opus fra-ces newstest2009-fraces 0.486 20.6 0.990 55533
fra-ces/opus fra-ces newstest2010-fraces 0.489 20.4 1.000 52958
fra-ces/opus fra-ces newstest2011-fraces 0.495 21.8 0.981 65653
fra-ces/opus fra-ces newstest2012-fraces 0.478 20.6 0.957 65456
fra-ces/opus fra-ces newstest2013-fraces 0.488 22.0 0.980 57250
fra-ces/opus fra-ces Tatoeba-test 0.672 46.7 0.993 2625
fra-dan/opus fra-dan Tatoeba-test 0.766 63.7 0.997 11361
fra-deu/opus fra-deu euelections_dev2019.fr-de-fradeu 0.572 26.4 1.000 33478
fra-deu/opus fra-deu newssyscomb2009-fradeu 0.528 22.5 1.000 11271
fra-deu/opus fra-deu news-test2008-fradeu 0.527 22.2 1.000 47427
fra-deu/opus fra-deu newstest2009-fradeu 0.525 22.2 1.000 62816
fra-deu/opus fra-deu newstest2010-fradeu 0.532 23.1 0.995 61511
fra-deu/opus fra-deu newstest2011-fradeu 0.522 21.9 1.000 72981
fra-deu/opus fra-deu newstest2012-fradeu 0.520 22.9 0.996 72886
fra-deu/opus fra-deu newstest2013-fradeu 0.537 24.7 1.000 63737
fra-deu/opus fra-deu newstest2019-frde-fradeu 0.595 27.6 1.000 36571
fra-deu/opus fra-deu Tatoeba-test 0.678 49.5 0.997 80271
fra-heb/opus fra-heb Tatoeba-test 0.598 39.2 1.000 20655
gem-gem/opus dan-deu Tatoeba-test 0.684 48.6 0.995 76069
gem-gem/opus dan-eng Tatoeba-test 0.710 55.5 0.979 73617
gem-gem/opus dan-nld Tatoeba-test 0.754 60.8 0.985 10802
gem-gem/opus dan-swe Tatoeba-test 0.794 66.1 0.985 10082
gem-gem/opus deu-dan Tatoeba-test 0.688 51.1 0.973 74655
gem-gem/opus deu-eng newssyscomb2009-deueng 0.518 24.2 0.984 11821
gem-gem/opus deu-eng news-test2008-deueng 0.511 23.1 0.992 49380
gem-gem/opus deu-eng newstest2009-deueng 0.510 22.6 0.981 65402
gem-gem/opus deu-eng newstest2010-deueng 0.539 25.1 1.000 61724
gem-gem/opus deu-eng newstest2011-deueng 0.518 23.2 1.000 74681
gem-gem/opus deu-eng newstest2012-deueng 0.525 24.1 1.000 72812
gem-gem/opus deu-eng newstest2013-deueng 0.541 26.6 1.000 64505
gem-gem/opus deu-eng newstest2014-deen-deueng 0.536 25.9 0.978 67337
gem-gem/opus deu-eng newstest2015-ende-deueng 0.546 27.7 0.976 46443
gem-gem/opus deu-eng newstest2016-ende-deueng 0.586 32.1 1.000 64126
gem-gem/opus deu-eng newstest2017-ende-deueng 0.550 28.2 0.980 64399
gem-gem/opus deu-eng newstest2018-ende-deueng 0.598 34.8 0.980 67013
gem-gem/opus deu-eng newstest2019-deen-deueng 0.570 31.1 0.985 39282
gem-gem/opus deu-eng Tatoeba-test 0.627 44.5 0.973 81233
gem-gem/opus deu-nld Tatoeba-test 0.662 47.6 0.967 73546
gem-gem/opus deu-swe Tatoeba-test 0.670 51.0 0.972 22701
gem-gem/opus eng-dan Tatoeba-test 0.693 53.9 0.984 73213
gem-gem/opus eng-deu newssyscomb2009-engdeu 0.497 18.7 0.994 11271
gem-gem/opus eng-deu news-test2008-engdeu 0.485 18.4 0.996 47427
gem-gem/opus eng-deu newstest2009-engdeu 0.491 18.2 0.991 62816
gem-gem/opus eng-deu newstest2010-engdeu 0.501 19.8 0.958 61511
gem-gem/opus eng-deu newstest2011-engdeu 0.486 18.4 0.979 72981
gem-gem/opus eng-deu newstest2012-engdeu 0.486 18.7 0.960 72886
gem-gem/opus eng-deu newstest2013-engdeu 0.509 21.7 0.975 63737
gem-gem/opus eng-deu newstest2015-ende-engdeu 0.536 24.7 1.000 44260
gem-gem/opus eng-deu newstest2016-ende-engdeu 0.569 28.9 0.989 62670
gem-gem/opus eng-deu newstest2017-ende-engdeu 0.527 23.1 1.000 61291
gem-gem/opus eng-deu newstest2018-ende-engdeu 0.598 33.2 1.000 64276
gem-gem/opus eng-deu newstest2019-ende-engdeu 0.571 29.9 0.976 48969
gem-gem/opus eng-deu Tatoeba-test 0.582 36.6 0.987 83347
gem-gem/opus eng-nld Tatoeba-test 0.663 48.3 0.974 71436
gem-gem/opus eng-nor Tatoeba-test 0.659 49.0 0.971 39552
gem-gem/opus eng-swe Tatoeba-test 0.684 53.7 0.969 65581
gem-gem/opus nld-dan Tatoeba-test 0.758 62.2 0.992 10380
gem-gem/opus nld-deu Tatoeba-test 0.677 49.0 0.997 72438
gem-gem/opus nld-eng Tatoeba-test 0.699 54.0 0.977 69848
gem-gem/opus nor-eng Tatoeba-test 0.677 51.8 0.969 40355
gem-gem/opus swe-dan Tatoeba-test 0.795 66.7 0.988 10261
gem-gem/opus swe-deu Tatoeba-test 0.668 48.5 0.995 23494
gem-gem/opus swe-eng Tatoeba-test 0.708 57.0 0.981 66002
gmq-gmq/opus dan-eng Tatoeba-test 0.738 59.2 0.979 73617
gmq-gmq/opus dan-swe Tatoeba-test 0.818 69.3 0.987 10082
gmq-gmq/opus eng-dan Tatoeba-test 0.719 57.1 0.983 73213
gmq-gmq/opus eng-nor Tatoeba-test 0.682 51.9 0.971 39552
gmq-gmq/opus eng-swe Tatoeba-test 0.712 57.3 0.969 65581
gmq-gmq/opus nor-eng Tatoeba-test 0.695 54.2 0.971 40355
gmq-gmq/opus swe-dan Tatoeba-test 0.808 68.7 0.991 10261
gmq-gmq/opus swe-eng Tatoeba-test 0.738 61.1 0.983 66002
gmw-gmw/opus deu-eng newssyscomb2009-deueng 0.527 25.4 0.986 11821
gmw-gmw/opus deu-eng news-test2008-deueng 0.519 23.9 0.992 49380
gmw-gmw/opus deu-eng newstest2009-deueng 0.517 23.5 0.978 65402
gmw-gmw/opus deu-eng newstest2010-deueng 0.548 26.1 1.000 61724
gmw-gmw/opus deu-eng newstest2011-deueng 0.525 23.9 1.000 74681
gmw-gmw/opus deu-eng newstest2012-deueng 0.533 25.0 1.000 72812
gmw-gmw/opus deu-eng newstest2013-deueng 0.549 27.7 1.000 64505
gmw-gmw/opus deu-eng newstest2014-deen-deueng 0.549 27.4 0.977 67337
gmw-gmw/opus deu-eng newstest2015-ende-deueng 0.554 28.8 0.973 46443
gmw-gmw/opus deu-eng newstest2016-ende-deueng 0.598 33.7 1.000 64126
gmw-gmw/opus deu-eng newstest2017-ende-deueng 0.562 29.6 0.979 64399
gmw-gmw/opus deu-eng newstest2018-ende-deueng 0.611 36.3 0.977 67013
gmw-gmw/opus deu-eng newstest2019-deen-deueng 0.585 32.7 0.984 39282
gmw-gmw/opus deu-eng Tatoeba-test 0.629 44.7 0.975 81233
gmw-gmw/opus deu-nld Tatoeba-test 0.672 48.7 0.969 73546
gmw-gmw/opus eng-deu newssyscomb2009-engdeu 0.503 19.4 0.991 11271
gmw-gmw/opus eng-deu news-test2008-engdeu 0.493 19.5 0.996 47427
gmw-gmw/opus eng-deu newstest2009-engdeu 0.499 18.8 0.993 62816
gmw-gmw/opus eng-deu newstest2010-engdeu 0.509 20.8 0.958 61511
gmw-gmw/opus eng-deu newstest2011-engdeu 0.493 19.2 0.980 72981
gmw-gmw/opus eng-deu newstest2012-engdeu 0.494 19.6 0.960 72886
gmw-gmw/opus eng-deu newstest2013-engdeu 0.518 22.8 0.974 63737
gmw-gmw/opus eng-deu newstest2015-ende-engdeu 0.545 25.8 1.000 44260
gmw-gmw/opus eng-deu newstest2016-ende-engdeu 0.581 30.3 0.989 62670
gmw-gmw/opus eng-deu newstest2017-ende-engdeu 0.537 24.2 1.000 61291
gmw-gmw/opus eng-deu newstest2018-ende-engdeu 0.616 35.5 1.000 64276
gmw-gmw/opus eng-deu newstest2019-ende-engdeu 0.586 31.6 0.973 48969
gmw-gmw/opus eng-deu Tatoeba-test 0.591 37.8 0.991 83347
gmw-gmw/opus eng-nld Tatoeba-test 0.677 50.3 0.979 71436
gmw-gmw/opus nld-deu Tatoeba-test 0.688 50.6 1.000 72438
gmw-gmw/opus nld-eng Tatoeba-test 0.702 54.5 0.975 69848
gmw-zle/opus1m deu-rus newstest2012-deurus 0.451 17.4 0.991 64830
gmw-zle/opus1m deu-rus newstest2013-deurus 0.479 20.7 0.968 58560
gmw-zle/opus1m eng-rus newstest2012-engrus 0.579 30.9 0.991 64830
gmw-zle/opus1m eng-rus newstest2013-engrus 0.511 23.2 0.983 58560
gmw-zle/opus1m eng-rus newstest2015-enru-engrus 0.562 27.5 1.000 55915
gmw-zle/opus1m eng-rus newstest2016-enru-engrus 0.543 26.1 1.000 62018
gmw-zle/opus1m eng-rus newstest2017-enru-engrus 0.570 28.8 1.000 60255
gmw-zle/opus1m eng-rus newstest2018-enru-engrus 0.547 24.8 1.000 61920
gmw-zle/opus1m eng-rus newstest2019-enru-engrus 0.530 26.9 0.934 48153
gmw-zle/opus1m eng-rus tico19-test-engrus 0.536 25.6 0.932 55837
grk-grk/opus ell-eng Tatoeba-test 0.766 64.4 0.975 60970
grk-grk/opus eng-ell Tatoeba-test 0.710 52.0 0.987 59666
hbs-deu/opus hbs-deu Tatoeba-test 0.692 51.5 0.987 31118
heb-ara/opus heb-ara Tatoeba-test 0.532 23.6 0.926 6372
heb-deu/opus heb-deu Tatoeba-test 0.645 45.2 0.992 25096
heb-eng/opus heb-eng Tatoeba-test 0.670 52.0 0.969 73560
heb-fra/opus heb-fra Tatoeba-test 0.644 47.3 0.974 26123
heb-ita/opus heb-ita Tatoeba-test 0.643 41.1 0.997 11464
heb-rus/opus heb-rus Tatoeba-test 0.599 40.5 0.963 16583
heb-spa/opus heb-spa Tatoeba-test 0.689 51.3 0.970 14213
hun-ces/opus hun-ces newssyscomb2009-hunces 0.468 18.0 0.964 10032
hun-ces/opus hun-ces newstest2009-hunces 0.460 17.7 0.954 55533
hun-ces/opus hun-ces Tatoeba-test 0.665 48.4 0.981 10641
ita-ara/opus ita-ara Tatoeba-test 0.503 20.1 0.978 1161
ita-bul/opus ita-bul Tatoeba-test 0.660 47.2 0.963 16512
ita-ces/opus ita-ces newssyscomb2009-itaces 0.508 22.8 0.963 10032
ita-ces/opus ita-ces newstest2009-itaces 0.494 21.3 0.971 55533
ita-ces/opus ita-ces Tatoeba-test 0.619 41.2 0.991 6973
ita-dan/opus ita-dan Tatoeba-test 0.704 54.2 0.998 2199
ita-heb/opus ita-heb Tatoeba-test 0.593 38.5 0.985 9796
model language-pair testset chrF2 BLEU BP reference-length
nld-dan/opus nld-dan Tatoeba-test 0.784 66.1 0.997 10380
pol-ara/opus pol-ara Tatoeba-test 0.468 18.0 0.983 1028
pol-ces/opus pol-ces Tatoeba-test 0.659 47.5 0.995 3349
por-dan/opus por-dan Tatoeba-test 0.775 63.3 1.000 5250
por-eng/opus por-eng Tatoeba-test 0.761 62.7 0.974 75240
pqw-pqw/opus eng-msa Tatoeba-test 0.527 28.0 1.000 33634
pqw-pqw/opus msa-eng Tatoeba-test 0.570 38.4 0.970 37033
roa-zho/opus fra-zho Tatoeba-test 0.118 12.8 1.000 109771
roa-zho/opus por-zho Tatoeba-test 0.150 17.3 1.000 9383
roa-zho/opus spa-zho Tatoeba-test 0.154 17.9 1.000 22762
rus-ara/opus rus-ara Tatoeba-test 0.484 16.3 0.967 18878
rus-bul/opus nld-afr Tatoeba-test 0.749 57.8 1.000 6823
rus-ces/opus rus-ces newstest2012-rusces 0.427 15.4 0.917 65456
rus-ces/opus rus-ces newstest2013-rusces 0.476 20.9 0.946 57250
rus-ces/opus rus-ces Tatoeba-test 0.683 51.8 0.987 14266
rus-heb/opus rus-heb Tatoeba-test 0.569 36.1 0.999 15028
sal-sal/opus eng-msa Tatoeba-test 0.581 32.3 0.962 33634
sal-sal/opus msa-eng Tatoeba-test 0.562 37.7 0.961 37033
sem-sem/opus ara-eng Tatoeba-test 0.566 39.0 0.991 73977
sem-sem/opus ara-heb Tatoeba-test 0.565 35.8 1.000 6801
sem-sem/opus eng-ara Tatoeba-test 0.416 12.4 1.000 58935
sem-sem/opus eng-heb Tatoeba-test 0.551 32.2 1.000 60359
sem-sem/opus heb-ara Tatoeba-test 0.497 20.1 0.900 6372
sem-sem/opus heb-eng Tatoeba-test 0.600 43.4 0.968 73560
sit-sit/opus eng-zho Tatoeba-test 0.239 28.1 0.908 110468
sit-sit/opus zho-eng Tatoeba-test 0.495 29.8 0.929 82864
sit-sit/opus zho-zho Tatoeba-test 0.099 13.1 0.943 29103
sla-sla/opus bul-eng Tatoeba-test 0.661 50.0 0.984 71872
sla-sla/opus bul-rus Tatoeba-test 0.647 43.1 0.969 7870
sla-sla/opus ces-eng newssyscomb2009-ceseng 0.510 22.3 0.964 11821
sla-sla/opus ces-eng newstest2009-ceseng 0.507 21.8 0.961 65402
sla-sla/opus ces-eng newstest2010-ceseng 0.513 21.8 0.972 61724
sla-sla/opus ces-eng newstest2011-ceseng 0.515 23.1 0.987 74681
sla-sla/opus ces-eng newstest2012-ceseng 0.509 22.3 1.000 72812
sla-sla/opus ces-eng newstest2013-ceseng 0.521 24.3 0.998 64505
sla-sla/opus ces-eng newstest2014-csen-ceseng 0.544 25.7 1.000 68065
sla-sla/opus ces-eng newstest2015-encs-ceseng 0.508 23.5 0.969 53572
sla-sla/opus ces-eng newstest2016-encs-ceseng 0.530 24.9 0.994 64670
sla-sla/opus ces-eng newstest2017-encs-ceseng 0.503 22.1 0.992 61725
sla-sla/opus ces-eng newstest2018-encs-ceseng 0.512 22.9 0.991 63496
sla-sla/opus ces-eng Tatoeba-test 0.648 47.4 0.952 75376
sla-sla/opus ces-pol Tatoeba-test 0.657 44.4 0.963 3369
sla-sla/opus ces-rus newstest2012-cesrus 0.441 16.0 0.984 64830
sla-sla/opus ces-rus newstest2013-cesrus 0.474 19.7 0.963 58560
sla-sla/opus ces-rus Tatoeba-test 0.684 50.4 0.974 15084
sla-sla/opus ces-slv Tatoeba-test 0.245 4.9 1.000 1823
sla-sla/opus eng-bul Tatoeba-test 0.616 42.8 0.961 69504
sla-sla/opus eng-ces newssyscomb2009-engces 0.448 16.5 0.972 10032
sla-sla/opus eng-ces news-test2008-engces 0.431 14.9 0.984 42484
sla-sla/opus eng-ces newstest2009-engces 0.442 15.5 0.982 55533
sla-sla/opus eng-ces newstest2010-engces 0.449 16.2 0.986 52958
sla-sla/opus eng-ces newstest2011-engces 0.452 17.3 0.955 65653
sla-sla/opus eng-ces newstest2012-engces 0.430 15.6 0.937 65456
sla-sla/opus eng-ces newstest2013-engces 0.454 18.0 0.958 57250
sla-sla/opus eng-ces newstest2015-encs-engces 0.456 17.3 1.000 45931
sla-sla/opus eng-ces newstest2016-encs-engces 0.470 19.5 0.991 57013
sla-sla/opus eng-ces newstest2017-encs-engces 0.435 15.8 0.974 54461
sla-sla/opus eng-ces newstest2018-encs-engces 0.441 15.7 1.000 54772
sla-sla/opus eng-ces newstest2019-encs-engces 0.449 17.0 0.981 43373
sla-sla/opus eng-ces Tatoeba-test 0.579 37.5 0.986 65288
sla-sla/opus eng-hbs Tatoeba-test 0.583 36.7 0.976 63836
sla-sla/opus eng-pol Tatoeba-test 0.598 37.8 0.965 64925
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sla-sla/opus eng-rus newstest2018-enru-engrus 0.483 18.2 1.000 61920
sla-sla/opus eng-rus newstest2019-enru-engrus 0.464 19.7 0.911 48153
sla-sla/opus eng-rus Tatoeba-test 0.589 38.4 0.989 66872
sla-sla/opus eng-slv Tatoeba-test 0.334 15.6 1.000 11909
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sla-sla/opus hbs-pol Tatoeba-test 0.639 42.9 0.957 2600
sla-sla/opus hbs-rus Tatoeba-test 0.704 52.4 0.985 14213
sla-sla/opus pol-ces Tatoeba-test 0.626 42.7 0.986 3349
sla-sla/opus pol-eng Tatoeba-test 0.633 45.6 0.963 75002
sla-sla/opus pol-hbs Tatoeba-test 0.651 45.0 0.979 2646
sla-sla/opus pol-rus Tatoeba-test 0.670 48.2 0.988 22067
sla-sla/opus rus-bul Tatoeba-test 0.656 44.3 0.997 8272
sla-sla/opus rus-ces newstest2012-rusces 0.403 13.5 0.932 65456
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sla-sla/opus rus-ces Tatoeba-test 0.659 47.8 0.985 14266
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sla-sla/opus rus-eng newstest2013-ruseng 0.503 22.8 0.995 64505
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sla-sla/opus rus-eng newstest2018-enru-ruseng 0.507 22.1 0.966 71723
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sla-sla/opus rus-eng Tatoeba-test 0.658 50.0 0.965 72902
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sla-sla/opus rus-pol Tatoeba-test 0.652 44.7 0.950 21505
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spa-ces/opus spa-ces newstest2009-spaces 0.489 20.7 0.983 55533
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spa-ces/opus spa-ces newstest2013-spaces 0.506 23.7 0.994 57250
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spa-eng/opus spa-eng newstest2009-spaeng 0.572 30.4 0.986 65402
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spa-eng/opus spa-eng newstest2013-spaeng 0.609 35.3 1.000 64505
spa-eng/opus spa-eng Tatoeba-test 0.739 59.6 0.974 79376
spa-heb/opus spa-heb Tatoeba-test 0.636 43.6 0.992 12112
spa-tur/opus spa-tur Tatoeba-test 0.712 45.1 0.937 52245
spa-zho/opus spa-zho Tatoeba-test 0.324 38.8 0.878 22762
swe-dan/opus swe-dan Tatoeba-test 0.825 71.2 0.995 10261
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trk-trk/opus eng-tur newstest2018-entr-engtur 0.353 7.3 0.799 53731
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trk-trk/opus tur-eng newstest2018-entr-tureng 0.359 11.2 0.843 68725
trk-trk/opus tur-eng Tatoeba-test 0.554 37.0 0.954 77701
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tur-eng/opus tur-eng newstest2017-entr-tureng 0.533 24.9 0.943 67703
tur-eng/opus tur-eng newstest2018-entr-tureng 0.548 27.0 0.957 68725
tur-eng/opus tur-eng Tatoeba-test 0.725 58.4 0.966 77701
tur-spa/opus tur-spa Tatoeba-test 0.727 56.9 0.975 64184
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tut-tut/opus eng-tur newstest2017-entr-engtur 0.345 6.7 0.810 51977
tut-tut/opus eng-tur newstest2018-entr-engtur 0.352 7.2 0.803 53731
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tut-tut/opus tur-eng newstest2016-entr-tureng 0.360 10.8 0.857 66175
tut-tut/opus tur-eng newstest2017-entr-tureng 0.358 11.0 0.850 67703
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tut-tut/opus tur-eng Tatoeba-test 0.551 37.0 0.958 77701
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urj-urj/opus fin-eng newstest2018-enfi-fineng 0.480 20.0 0.985 62325
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urj-urj/opus fin-eng newstestB2017-fien-fineng 0.511 22.7 0.999 61936
urj-urj/opus fin-eng Tatoeba-test 0.641 46.0 0.985 74651
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zhx-zhx/opus eng-zho Tatoeba-test 0.234 27.9 0.908 110468
zhx-zhx/opus zho-eng Tatoeba-test 0.498 30.1 0.950 82864
zhx-zhx/opus zho-zho Tatoeba-test 0.102 14.1 0.951 29103
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zle-gmw/opus1m rus-deu newstest2013-rusdeu 0.484 18.6 0.982 63737
zle-gmw/opus1m rus-deu Tatoeba-test 0.655 46.7 0.983 76302
zle-gmw/opus1m rus-eng newstest2012-ruseng 0.601 34.0 0.984 72812
zle-gmw/opus1m rus-eng newstest2013-ruseng 0.542 27.5 0.998 64505
zle-gmw/opus1m rus-eng newstest2014-ruen-ruseng 0.589 30.9 0.993 69190
zle-gmw/opus1m rus-eng newstest2015-enru-ruseng 0.564 29.6 0.952 64744
zle-gmw/opus1m rus-eng newstest2016-enru-ruseng 0.562 29.1 0.987 69278
zle-gmw/opus1m rus-eng newstest2017-enru-ruseng 0.589 32.7 0.971 69033
zle-gmw/opus1m rus-eng newstest2018-enru-ruseng 0.561 28.5 0.978 71723
zle-gmw/opus1m rus-eng newstest2019-ruen-ruseng 0.579 31.3 0.976 42875
zle-gmw/opus1m rus-eng Tatoeba-test 0.709 56.7 0.973 72902
zle-gmw/opus1m rus-nld Tatoeba-test 0.657 47.4 0.964 18376
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zle-gmw/opus-tuned4rus2deu rus-deu newstest2013-rusdeu 0.487 19.0 0.968 63737
zle-gmw/opus-tuned4rus2deu rus-deu Tatoeba-test 0.661 47.5 0.976 76302
zle-gmw/opus-tuned4rus2eng rus-eng newstest2012-ruseng 0.601 34.2 0.988 72812
zle-gmw/opus-tuned4rus2eng rus-eng newstest2013-ruseng 0.543 27.5 1.000 64505
zle-gmw/opus-tuned4rus2eng rus-eng newstest2014-ruen-ruseng 0.588 30.9 0.998 69190
zle-gmw/opus-tuned4rus2eng rus-eng newstest2015-enru-ruseng 0.564 29.7 0.956 64744
zle-gmw/opus-tuned4rus2eng rus-eng newstest2016-enru-ruseng 0.562 29.2 0.988 69278
zle-gmw/opus-tuned4rus2eng rus-eng newstest2017-enru-ruseng 0.588 32.8 0.974 69033
zle-gmw/opus-tuned4rus2eng rus-eng newstest2018-enru-ruseng 0.561 28.6 0.983 71723
zle-gmw/opus-tuned4rus2eng rus-eng newstest2019-ruen-ruseng 0.577 31.0 0.979 42875
zle-gmw/opus-tuned4rus2eng rus-eng Tatoeba-test 0.707 56.6 0.971 72902
zle-gmw/opus-tuned4rus2nld rus-nld Tatoeba-test 0.658 47.3 0.960 18376
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zle-roa/opus1m rus-ita Tatoeba-test 0.608 38.3 0.949 71254
zle-roa/opus1m rus-por Tatoeba-test 0.599 37.6 0.957 74713
zle-roa/opus1m rus-ron Tatoeba-test 0.596 35.8 0.957 4768
zle-roa/opus1m rus-spa Tatoeba-test 0.668 48.0 0.965 71496
zle-zle/opus eng-rus newstest2012-engrus 0.538 26.4 0.999 64830
zle-zle/opus eng-rus newstest2013-engrus 0.481 20.4 0.989 58560
zle-zle/opus eng-rus newstest2015-enru-engrus 0.515 22.4 1.000 55915
zle-zle/opus eng-rus newstest2016-enru-engrus 0.505 21.6 1.000 62018
zle-zle/opus eng-rus newstest2017-enru-engrus 0.524 23.6 1.000 60255
zle-zle/opus eng-rus newstest2018-enru-engrus 0.509 20.4 1.000 61920
zle-zle/opus eng-rus newstest2019-enru-engrus 0.487 22.3 0.937 48153
zle-zle/opus eng-rus Tatoeba-test 0.597 38.9 0.991 66872
zle-zle/opus rus-eng newstest2012-ruseng 0.568 29.6 0.983 72812
zle-zle/opus rus-eng newstest2013-ruseng 0.513 23.8 0.991 64505
zle-zle/opus rus-eng newstest2014-ruen-ruseng 0.550 26.4 0.994 69190
zle-zle/opus rus-eng newstest2015-enru-ruseng 0.529 25.2 0.953 64744
zle-zle/opus rus-eng newstest2016-enru-ruseng 0.521 23.9 0.983 69278
zle-zle/opus rus-eng newstest2017-enru-ruseng 0.546 27.5 0.968 69033
zle-zle/opus rus-eng newstest2018-enru-ruseng 0.518 23.3 0.969 71723
zle-zle/opus rus-eng newstest2019-ruen-ruseng 0.537 26.0 0.964 42875
zle-zle/opus rus-eng Tatoeba-test 0.662 50.4 0.968 72902
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zls-zls/opus eng-bul Tatoeba-test 0.638 45.6 0.957 69504
zls-zls/opus eng-hbs Tatoeba-test 0.600 38.7 0.968 63836
zls-zls/opus eng-slv Tatoeba-test 0.343 17.1 0.998 11909
zls-zls/opus hbs-eng Tatoeba-test 0.680 52.9 0.967 68840
zls-zls/opus slv-eng Tatoeba-test 0.403 24.8 0.975 13702
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zlw-zlw/opus ces-eng newstest2009-ceseng 0.517 23.0 0.963 65402
zlw-zlw/opus ces-eng newstest2010-ceseng 0.526 22.8 0.979 61724
zlw-zlw/opus ces-eng newstest2011-ceseng 0.527 24.2 0.990 74681
zlw-zlw/opus ces-eng newstest2012-ceseng 0.519 23.1 1.000 72812
zlw-zlw/opus ces-eng newstest2013-ceseng 0.533 25.5 1.000 64505
zlw-zlw/opus ces-eng newstest2014-csen-ceseng 0.560 27.2 1.000 68065
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zlw-zlw/opus ces-eng newstest2016-encs-ceseng 0.545 26.4 0.995 64670
zlw-zlw/opus ces-eng newstest2017-encs-ceseng 0.517 23.4 0.993 61725
zlw-zlw/opus ces-eng newstest2018-encs-ceseng 0.524 24.3 0.993 63496
zlw-zlw/opus ces-eng Tatoeba-test 0.668 50.3 0.950 75376
zlw-zlw/opus ces-pol Tatoeba-test 0.663 45.7 0.959 3369
zlw-zlw/opus eng-ces newssyscomb2009-engces 0.467 18.6 0.978 10032
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zlw-zlw/opus eng-ces newstest2009-engces 0.461 17.2 0.978 55533
zlw-zlw/opus eng-ces newstest2010-engces 0.464 17.6 0.982 52958
zlw-zlw/opus eng-ces newstest2011-engces 0.469 18.9 0.952 65653
zlw-zlw/opus eng-ces newstest2012-engces 0.447 16.8 0.935 65456
zlw-zlw/opus eng-ces newstest2013-engces 0.472 19.3 0.956 57250
zlw-zlw/opus eng-ces newstest2015-encs-engces 0.476 19.2 1.000 45931
zlw-zlw/opus eng-ces newstest2016-encs-engces 0.497 22.0 0.987 57013
zlw-zlw/opus eng-ces newstest2017-encs-engces 0.457 17.9 0.971 54461
zlw-zlw/opus eng-ces newstest2018-encs-engces 0.458 17.7 0.996 54772
zlw-zlw/opus eng-ces newstest2019-encs-engces 0.464 18.6 0.975 43373
zlw-zlw/opus eng-ces Tatoeba-test 0.606 40.6 0.986 65288
zlw-zlw/opus eng-pol Tatoeba-test 0.619 40.6 0.958 64925
zlw-zlw/opus pol-ces Tatoeba-test 0.627 44.1 0.987 3349
zlw-zlw/opus pol-eng Tatoeba-test 0.648 47.8 0.959 75002

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afa-afa/opus eng-kab Tatoeba-test 0.162 0.8 1.000 54472
afa-afa/opus kab-eng Tatoeba-test 0.221 4.7 1.000 60196
art-art/opus eng-ido Tatoeba-test 0.224 2.6 1.000 13084
art-art/opus eng-ina Tatoeba-test 0.238 4.4 1.000 44648
art-art/opus epo-ido Tatoeba-test 0.235 2.8 1.000 7650
art-art/opus ido-eng Tatoeba-test 0.376 19.0 0.975 14126
art-art/opus ido-epo Tatoeba-test 0.498 24.7 0.980 7755
art-art/opus ina-eng Tatoeba-test 0.321 10.1 1.000 42836
bel-deu/opus bel-deu Tatoeba-test 0.102 0.8 0.516 4175
bel-epo/opus bel-epo Tatoeba-test 0.028 0.0 1.000 5452
bel-fra/opus bel-fra Tatoeba-test 0.108 1.7 0.494 2005
bel-ita/opus bel-ita Tatoeba-test 0.097 0.7 0.611 1681
bel-nld/opus bel-nld Tatoeba-test 0.096 0.7 0.520 4809
bel-pol/opus bel-pol Tatoeba-test 0.081 0.8 0.447 1706
bel-rus/opus bel-rus Tatoeba-test 0.141 2.7 1.000 18895
bel-ukr/opus bel-ukr Tatoeba-test 0.122 3.7 0.832 15179
ber-ber/opus eng-kab Tatoeba-test 0.093 0.2 1.000 54472
ber-ber/opus kab-eng Tatoeba-test 0.118 0.2 1.000 60196
cat-epo/opus cat-epo Tatoeba-test 0.028 0.0 1.000 5383
cel-cel/opus eng-gla Tatoeba-test 0.316 8.3 1.000 7072
cel-cel/opus gla-eng Tatoeba-test 0.324 15.2 1.000 6366
ces-lat/opus ces-lat Tatoeba-test 0.060 0.2 0.549 1775
cha-eng/opus cha-eng Tatoeba-test 0.113 0.1 1.000 1212
chv-eng/opus chv-eng Tatoeba-test 0.120 0.1 1.000 2240
chv-rus/opus chv-rus Tatoeba-test 0.112 0.5 0.965 2288
chv-tur/opus chv-tur Tatoeba-test 0.114 0.1 1.000 2573
crh-tur/opus crh-tur Tatoeba-test 0.136 0.3 0.957 2046
deu-bel/opus deu-bel Tatoeba-test 0.084 1.0 0.761 3595
deu-hsb/opus deu-hsb Tatoeba-test 0.078 0.2 0.673 3903
deu-ina/opus deu-ina Tatoeba-test 0.111 0.2 0.731 12280
deu-kur/opus deu-kur Tatoeba-test 0.016 0.0 0.420 1249
deu-lat/opus deu-lat Tatoeba-test 0.053 0.2 0.518 10538
eng-cha/opus eng-cha Tatoeba-test 0.109 0.1 1.000 1080
eng-chv/opus eng-chv Tatoeba-test 0.118 0.2 1.000 1716
eng-gla/opus eng-gla Tatoeba-test 0.159 0.4 1.000 7072
eng-jav/opus eng-jav Tatoeba-test 0.085 0.2 1.000 1615
eng-kab/opus eng-kab Tatoeba-test 0.113 0.2 1.000 54472
eng-ltz/opus eng-ltz Tatoeba-test 0.123 0.5 0.938 1733
eng-oci/opus eng-oci Tatoeba-test 0.036 0.0 0.229 5219
eng-rom/opus eng-rom Tatoeba-test 0.134 0.4 1.000 4974
epo-bel/opus epo-bel Tatoeba-test 0.007 0.1 0.526 4983
epo-cat/opus epo-cat Tatoeba-test 0.031 0.0 1.000 5545
epo-fas/opus epo-fas Tatoeba-test 0.089 0.1 0.725 40190
epo-glg/opus epo-glg Tatoeba-test 0.099 0.3 0.517 2236
epo-ido/opus epo-ido Tatoeba-test 0.126 0.1 1.000 15300
epo-oci/opus epo-oci Tatoeba-test 0.080 0.1 1.000 5149
epo-tgl/opus epo-tgl Tatoeba-test 0.077 0.4 0.941 17704
epo-ukr/opus epo-ukr Tatoeba-test 0.071 0.6 0.591 13514
epo-yid/opus epo-yid Tatoeba-test 0.108 0.1 1.000 6378
fas-epo/opus fas-epo Tatoeba-test 0.117 0.3 0.995 36714
fin-kur/opus fin-kur Tatoeba-test 0.096 0.2 0.836 1852
fin-lat/opus fin-lat Tatoeba-test 0.043 0.2 0.459 1445
fra-bel/opus fra-bel Tatoeba-test 0.065 0.9 0.510 1703
fra-ina/opus fra-ina Tatoeba-test 0.132 0.5 1.000 9325
fra-oci/opus fra-oci Tatoeba-test 0.097 0.3 1.000 6047
fra-uig/opus fra-uig Tatoeba-test 0.099 0.0 1.000 3384
fry-nld/opus fry-nld Tatoeba-test 0.120 0.4 0.585 1672
gem-gem/opus eng-ltz Tatoeba-test 0.279 11.1 1.000 1733
gem-gem/opus fry-nld Tatoeba-test 0.646 45.4 1.000 1672
gem-gem/opus ltz-eng Tatoeba-test 0.500 30.2 1.000 1751
gem-gem/opus nld-fry Tatoeba-test 0.434 18.6 1.000 1679
gla-eng/opus gla-eng Tatoeba-test 0.120 0.4 1.000 6366
gla-spa/opus gla-spa Tatoeba-test 0.109 0.3 0.970 1608
glg-epo/opus glg-epo Tatoeba-test 0.025 0.0 1.000 2257
gmw-gmw/opus eng-ltz Tatoeba-test 0.271 12.1 1.000 1733
gmw-gmw/opus fry-nld Tatoeba-test 0.634 43.0 1.000 1672
gmw-gmw/opus ltz-eng Tatoeba-test 0.477 31.4 1.000 1751
gmw-gmw/opus nld-fry Tatoeba-test 0.462 23.3 1.000 1679
heb-lat/opus heb-lat Tatoeba-test 0.030 0.0 1.000 1367
hsb-deu/opus hsb-deu Tatoeba-test 0.126 0.2 0.789 4478
hun-lat/opus hun-lat Tatoeba-test 0.063 0.1 1.000 3185
ido-eng/opus ido-eng Tatoeba-test 0.075 0.1 1.000 14126
ido-epo/opus ido-epo Tatoeba-test 0.144 0.1 1.000 15510
ido-spa/opus ido-spa Tatoeba-test 0.127 0.1 1.000 5726
ina-deu/opus ina-deu Tatoeba-test 0.105 0.2 1.000 11657
ina-fra/opus ina-fra Tatoeba-test 0.136 0.3 1.000 9340
inc-inc/opus eng-rom Tatoeba-test 0.255 2.6 1.000 4974
inc-inc/opus rom-eng Tatoeba-test 0.237 6.0 1.000 4457
ita-bel/opus ita-bel Tatoeba-test 0.086 0.6 0.786 1513
ita-lat/opus ita-lat Tatoeba-test 0.044 0.1 0.528 10047
jav-eng/opus jav-eng Tatoeba-test 0.109 0.7 1.000 1814
jpn-epo/opus jpn-epo Tatoeba-test 0.020 0.1 0.664 18009
jpn-nds/opus jpn-nds Tatoeba-test 0.086 0.2 0.585 2472
kab-eng/opus kab-eng Tatoeba-test 0.125 0.4 1.000 60196
kur-deu/opus kur-deu Tatoeba-test 0.016 0.0 1.000 1323
kur-fin/opus kur-fin Tatoeba-test 0.137 0.4 1.000 1487
lat-ces/opus lat-ces Tatoeba-test 0.037 0.1 0.506 1886
lat-deu/opus lat-deu Tatoeba-test 0.076 0.0 0.229 13326
lat-fin/opus lat-fin Tatoeba-test 0.036 0.0 0.223 1479
lat-heb/opus lat-heb Tatoeba-test 0.035 0.0 1.000 1314
lat-ita/opus lat-ita Tatoeba-test 0.052 0.1 0.249 12379
lat-nld/opus lat-nld Tatoeba-test 0.082 0.2 0.519 2357
lat-nor/opus lat-nor Tatoeba-test 0.049 0.3 0.740 2223
lat-pol/opus lat-pol Tatoeba-test 0.022 0.1 0.246 5043
lat-rus/opus lat-rus Tatoeba-test 0.060 0.2 1.000 6396
lat-spa/opus lat-spa Tatoeba-test 0.075 0.6 0.611 34086
ltz-eng/opus ltz-eng Tatoeba-test 0.123 0.5 1.000 1751
model language-pair testset chrF2 BLEU BP reference-length
nds-rus/opus nds-rus Tatoeba-test 0.089 0.3 0.660 5288
nld-bel/opus nld-bel Tatoeba-test 0.075 1.1 0.598 4036
nld-fry/opus nld-fry Tatoeba-test 0.114 0.4 0.504 1679
nld-lat/opus nld-lat Tatoeba-test 0.060 0.1 1.000 1836
nor-lat/opus nor-lat Tatoeba-test 0.055 0.2 0.427 1776
oci-eng/opus oci-eng Tatoeba-test 0.035 0.0 1.000 5299
oci-epo/opus oci-epo Tatoeba-test 0.061 0.1 1.000 5134
oci-fra/opus oci-fra Tatoeba-test 0.116 0.1 1.000 6302
pol-bel/opus pol-bel Tatoeba-test 0.089 1.4 0.707 1730
pol-lat/opus pol-lat Tatoeba-test 0.057 0.1 0.731 4731
pqw-pqw/opus cha-eng Tatoeba-test 0.171 5.6 0.862 1212
pqw-pqw/opus eng-cha Tatoeba-test 0.201 2.8 1.000 1080
pqw-pqw/opus eng-jav Tatoeba-test 0.293 8.1 1.000 1615
pqw-pqw/opus jav-eng Tatoeba-test 0.278 9.4 1.000 1814
rom-eng/opus rom-eng Tatoeba-test 0.125 0.9 1.000 4457
rus-bel/opus rus-bel Tatoeba-test 0.137 2.5 1.000 18895
rus-chv/opus rus-chv Tatoeba-test 0.129 0.3 1.000 1982
rus-lat/opus rus-lat Tatoeba-test 0.060 0.1 0.469 6107
rus-nds/opus rus-nds Tatoeba-test 0.097 0.3 0.579 6082
sla-sla/opus-belpol bel-pol Tatoeba-test 0.646 42.1 0.971 1706
sla-sla/opus bel-pol Tatoeba-test 0.683 47.3 0.984 1706
sla-sla/opus-belrus bel-rus Tatoeba-test 0.763 57.7 0.988 18895
sla-sla/opus bel-rus Tatoeba-test 0.767 58.1 0.989 18895
sla-sla/opus-belukr bel-ukr Tatoeba-test 0.742 54.6 0.993 15179
sla-sla/opus bel-ukr Tatoeba-test 0.744 54.8 0.997 15179
sla-sla/opus pol-bel Tatoeba-test 0.563 31.5 1.000 1730
sla-sla/opus rus-bel Tatoeba-test 0.603 36.6 1.000 18756
sla-sla/opus-tuned4belpol bel-pol Tatoeba-test 0.643 42.5 0.972 1706
sla-sla/opus-tuned4belrus bel-rus Tatoeba-test 0.763 57.7 0.988 18895
sla-sla/opus-tuned4belukr bel-ukr Tatoeba-test 0.742 54.6 0.993 15179
sla-sla/opus ukr-bel Tatoeba-test 0.624 40.1 1.000 15175
spa-gla/opus spa-gla Tatoeba-test 0.151 1.0 1.000 2014
spa-ido/opus spa-ido Tatoeba-test 0.118 0.1 1.000 5670
tgl-epo/opus tgl-epo Tatoeba-test 0.063 0.1 1.000 17092
trk-trk/opus chv-eng Tatoeba-test 0.319 13.9 1.000 2240
trk-trk/opus chv-tur Tatoeba-test 0.323 7.3 1.000 2573
trk-trk/opus crh-tur Tatoeba-test 0.481 22.5 0.945 1023
trk-trk/opus eng-chv Tatoeba-test 0.339 5.8 1.000 1716
trk-trk/opus tur-chv Tatoeba-test 0.329 5.3 1.000 2581
trk-trk/opus tur-crh Tatoeba-test 0.356 10.6 0.914 1052
trk-trk/opus tur-uig Tatoeba-test 0.161 0.1 1.000 7497
trk-trk/opus uig-tur Tatoeba-test 0.259 5.4 1.000 8088
tur-chv/opus tur-chv Tatoeba-test 0.119 0.2 1.000 2581
tur-crh/opus tur-crh Tatoeba-test 0.137 0.4 0.940 2104
tur-uig/opus tur-uig Tatoeba-test 0.126 0.0 1.000 7497
tut-tut/opus chv-eng Tatoeba-test 0.319 13.3 1.000 2240
tut-tut/opus chv-tur Tatoeba-test 0.323 7.7 1.000 2573
tut-tut/opus crh-tur Tatoeba-test 0.458 18.6 0.946 1023
tut-tut/opus eng-chv Tatoeba-test 0.335 6.6 1.000 1716
tut-tut/opus tur-chv Tatoeba-test 0.334 6.7 1.000 2581
tut-tut/opus tur-crh Tatoeba-test 0.334 2.3 0.925 1052
tut-tut/opus tur-uig Tatoeba-test 0.166 0.1 1.000 7497
tut-tut/opus uig-tur Tatoeba-test 0.259 5.5 1.000 8088
uig-fra/opus uig-fra Tatoeba-test 0.112 0.2 1.000 4706
uig-rus/opus uig-rus Tatoeba-test 0.031 0.1 1.000 3470
uig-tur/opus uig-tur Tatoeba-test 0.078 0.1 1.000 8088
ukr-bel/opus ukr-bel Tatoeba-test 0.113 2.8 0.954 15175
ukr-epo/opus ukr-epo Tatoeba-test 0.031 0.1 1.000 14983
yid-epo/opus yid-epo Tatoeba-test 0.133 0.1 1.000 5904
zle-gmw/opus1m bel-deu Tatoeba-test 0.550 34.9 0.992 4175
zle-gmw/opus1m bel-nld Tatoeba-test 0.509 31.5 0.982 4809
zle-gmw/opus1m rus-nds Tatoeba-test 0.308 7.3 0.947 6082
zle-gmw/opus-tuned4bel2deu bel-deu Tatoeba-test 0.584 37.8 0.996 4175
zle-gmw/opus-tuned4bel2nld bel-nld Tatoeba-test 0.532 33.8 0.975 4809
zle-gmw/opus-tuned4bel2nld bel-nld Tatoeba-test 0.642 47.9 0.987 68229
zle-gmw/opus-tuned4beldeu bel-deu Tatoeba-test 0.584 37.8 0.996 4175
zle-gmw/opus-tuned4belnld bel-nld Tatoeba-test 0.532 33.8 0.975 4809
zle-gmw/opus-tuned4belnld bel-nld Tatoeba-test 0.642 47.9 0.987 68229
zle-roa/opus1m bel-fra Tatoeba-test 0.572 37.7 0.995 2005
zle-roa/opus1m bel-ita Tatoeba-test 0.564 37.3 0.996 1681
zle-zle/opus bel-rus Tatoeba-test 0.753 56.9 0.981 18895
zle-zle/opus bel-ukr Tatoeba-test 0.742 54.5 0.997 15179
zle-zle/opus rus-bel Tatoeba-test 0.659 44.0 1.000 18756
zle-zle/opus ukr-bel Tatoeba-test 0.680 46.7 1.000 15175

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art-art/opus eng-jbo Tatoeba-test 0.120 0.1 1.000 35294
art-art/opus epo-ina Tatoeba-test 0.218 3.2 1.000 23311
art-art/opus ina-epo Tatoeba-test 0.339 11.0 1.000 21423
art-art/opus jbo-eng Tatoeba-test 0.116 0.2 1.000 34491
cel-cel/opus cor-eng Tatoeba-test 0.170 2.7 1.000 16829
cel-cel/opus eng-cor Tatoeba-test 0.085 0.3 0.812 17784
gem-gem/opus deu-ltz Tatoeba-test 0.296 13.2 1.000 2135
gem-gem/opus-deuyid deu-yid Tatoeba-test 0.119 2.9 1.000 3425
gem-gem/opus deu-yid Tatoeba-test 0.209 4.8 1.000 3425
gem-gem/opus eng-fao Tatoeba-test 0.299 7.6 0.974 1933
gem-gem/opus-faoeng fao-eng Tatoeba-test 0.068 0.1 0.830 1984
gem-gem/opus fao-eng Tatoeba-test 0.454 27.4 1.000 1984
gem-gem/opus ltz-deu Tatoeba-test 0.582 40.6 1.000 2144
gem-gem/opus ltz-nld Tatoeba-test 0.538 37.8 1.000 1567
gem-gem/opus nld-ltz Tatoeba-test 0.284 10.9 1.000 1532
gem-gem/opus-tuned4deuyid deu-yid Tatoeba-test 0.191 2.7 1.000 3425
gem-gem/opus-tuned4engfao eng-fao Tatoeba-test 0.309 8.9 0.983 1933
gem-gem/opus-tuned4faoeng fao-eng Tatoeba-test 0.466 26.6 1.000 1984
gem-gem/opus-tuned4yiddeu yid-deu Tatoeba-test 0.406 19.4 1.000 3332
gem-gem/opus yid-deu Tatoeba-test 0.435 22.1 1.000 3332
gem-gem/opus-yiddeu yid-deu Tatoeba-test 0.212 3.0 1.000 3332
gmq-gmq/opus eng-fao Tatoeba-test 0.315 8.9 0.982 1933
gmq-gmq/opus fao-eng Tatoeba-test 0.453 25.4 1.000 1984
gmq-gmq/opus-tuned4engfao eng-fao Tatoeba-test 0.317 9.1 0.983 1933
gmw-gmw/opus deu-ltz Tatoeba-test 0.262 11.0 1.000 2135
gmw-gmw/opus deu-yid Tatoeba-test 0.177 1.8 1.000 3425
gmw-gmw/opus ltz-deu Tatoeba-test 0.552 36.6 1.000 2144
gmw-gmw/opus ltz-nld Tatoeba-test 0.523 37.5 1.000 1567
gmw-gmw/opus nld-ltz Tatoeba-test 0.277 10.5 1.000 1532
gmw-gmw/opus yid-deu Tatoeba-test 0.381 17.7 1.000 3332
model language-pair testset chrF2 BLEU BP reference-length

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aav-aav/opus eng-khm Tatoeba-test 0.247 0.2 1.000 1737
aav-aav/opus khm-eng Tatoeba-test 0.302 12.7 1.000 4394
afr-epo/opus afr-epo Tatoeba-test 0.411 18.3 0.995 7517
ara-epo/opus ara-epo Tatoeba-test 0.376 18.9 0.948 4506
art-art/opus eng-epo Tatoeba-test 0.578 35.9 0.985 76439
art-art/opus epo-eng Tatoeba-test 0.553 36.4 0.949 79719
bel-eng/opus bel-eng Tatoeba-test 0.268 10.0 0.881 18571
bel-spa/opus bel-spa Tatoeba-test 0.272 11.8 0.892 1412
bre-eng/opus bre-eng Tatoeba-test 0.256 8.3 1.000 2065
bre-fra/opus bre-fra Tatoeba-test 0.233 5.6 0.948 13343
bul-epo/opus bul-epo Tatoeba-test 0.438 24.5 0.967 4043
cat-deu/opus cat-deu Tatoeba-test 0.593 39.5 1.000 5643
cat-eng/opus cat-eng Tatoeba-test 0.668 50.2 0.958 12627
cat-fra/opus cat-fra Tatoeba-test 0.694 52.4 0.987 5517
cat-ita/opus cat-ita Tatoeba-test 0.690 48.6 0.985 1995
cat-nld/opus cat-nld Tatoeba-test 0.632 45.1 0.965 4157
cat-ukr/opus cat-ukr Tatoeba-test 0.503 28.6 0.967 2438
cau-cau/opus eng-kat Tatoeba-test 0.066 0.8 0.999 4473
cau-cau/opus kat-eng Tatoeba-test 0.148 1.4 1.000 5992
ccs-ccs/opus eng-kat Tatoeba-test 0.163 4.6 1.000 4473
ccs-ccs/opus kat-eng Tatoeba-test 0.564 40.3 0.987 5992
ceb-deu/opus ceb-deu Tatoeba-test 0.310 9.9 0.920 7376
cel-cel/opus-breeng bre-eng Tatoeba-test 0.373 16.9 1.000 2065
cel-cel/opus bre-eng Tatoeba-test 0.378 18.0 1.000 2065
cel-cel/opus-engbre eng-bre Tatoeba-test 0.329 10.7 0.858 2269
cel-cel/opus eng-bre Tatoeba-test 0.330 9.6 0.850 2269
cel-cel/opus-tuned4breeng bre-eng Tatoeba-test 0.367 16.1 1.000 2065
cel-cel/opus-tuned4engbre eng-bre Tatoeba-test 0.343 11.3 0.871 2269
ces-epo/opus ces-epo Tatoeba-test 0.459 26.0 0.940 24901
dan-epo/opus dan-epo Tatoeba-test 0.432 23.6 0.942 69856
deu-cat/opus deu-cat Tatoeba-test 0.582 37.4 0.956 5507
deu-ceb/opus deu-ceb Tatoeba-test 0.413 9.3 1.000 6330
deu-epo/opus deu-epo Tatoeba-test 0.453 24.1 0.938 87063
deu-eus/opus deu-eus Tatoeba-test 0.574 31.8 0.921 2829
deu-nds/opus deu-nds Tatoeba-test 0.287 6.4 0.914 76144
deu-run/opus deu-run Tatoeba-test 0.366 7.8 1.000 6954
deu-tat/opus deu-tat Tatoeba-test 0.138 0.9 1.000 21331
dra-dra/opus eng-tel Tatoeba-test 0.364 7.1 1.000 1208
dra-dra/opus tel-eng Tatoeba-test 0.430 24.2 0.955 1706
ell-epo/opus ell-epo Tatoeba-test 0.517 32.4 0.979 3807
eng-bel/opus eng-bel Tatoeba-test 0.261 8.2 0.918 16237
eng-bre/opus eng-bre Tatoeba-test 0.233 4.2 0.802 2269
eng-cat/opus eng-cat Tatoeba-test 0.659 46.5 0.984 12344
eng-epo/opus eng-epo Tatoeba-test 0.577 35.6 0.973 76439
eng-fry/opus eng-fry Tatoeba-test 0.202 4.7 0.895 1529
eng-glg/opus eng-glg Tatoeba-test 0.593 37.8 0.976 7830
eng-hye/opus eng-hye Tatoeba-test 0.267 7.2 1.000 5115
eng-ilo/opus eng-ilo Tatoeba-test 0.569 30.8 1.000 7241
eng-kat/opus eng-kat Tatoeba-test 0.157 5.1 1.000 4473
eng-kaz/opus eng-kaz Tatoeba-test 0.181 3.1 0.825 2151
eng-khm/opus eng-khm Tatoeba-test 0.103 0.1 1.000 1737
eng-kur/opus eng-kur Tatoeba-test 0.087 0.1 0.859 1723
eng-mar/opus eng-mar Tatoeba-test 0.110 0.7 1.000 58672
eng-mon/opus eng-mon Tatoeba-test 0.173 2.2 0.972 2385
eng-mri/opus eng-mri Tatoeba-test 0.257 4.8 1.000 3742
eng-mya/opus eng-mya Tatoeba-test 0.069 0.2 1.000 1208
eng-nds/opus eng-nds Tatoeba-test 0.205 2.8 1.000 18264
eng-que/opus eng-que Tatoeba-test 0.177 0.5 1.000 1083
eng-run/opus eng-run Tatoeba-test 0.436 10.4 1.000 6710
eng-tat/opus eng-tat Tatoeba-test 0.170 2.0 1.000 8908
eng-tel/opus eng-tel Tatoeba-test 0.285 4.1 1.000 1208
eng-tuk/opus eng-tuk Tatoeba-test 0.156 0.9 1.000 15504
eng-uig/opus eng-uig Tatoeba-test 0.127 0.0 1.000 15757
eng-uzb/opus eng-uzb Tatoeba-test 0.151 0.2 1.000 2012
eng-war/opus eng-war Tatoeba-test 0.390 9.7 1.000 11027
eng-yid/opus eng-yid Tatoeba-test 0.120 0.2 1.000 8094
epo-afr/opus epo-afr Tatoeba-test 0.369 19.5 0.957 8432
epo-ara/opus epo-ara Tatoeba-test 0.310 6.2 0.906 3591
epo-bul/opus epo-bul Tatoeba-test 0.395 19.0 0.891 3961
epo-ces/opus epo-ces Tatoeba-test 0.376 17.5 0.922 22148
epo-dan/opus epo-dan Tatoeba-test 0.407 21.6 0.936 72349
epo-deu/opus epo-deu Tatoeba-test 0.413 19.9 0.902 92868
epo-ell/opus epo-ell Tatoeba-test 0.438 23.2 0.916 3892
epo-eng/opus epo-eng Tatoeba-test 0.558 36.4 0.941 79719
epo-fin/opus epo-fin Tatoeba-test 0.371 15.9 0.894 15881
epo-fra/opus epo-fra Tatoeba-test 0.468 25.4 0.928 84797
epo-hbs/opus epo-hbs Tatoeba-test 0.176 3.7 0.802 17999
epo-heb/opus epo-heb Tatoeba-test 0.306 11.5 0.943 65645
epo-hun/opus epo-hun Tatoeba-test 0.333 12.8 0.914 65704
epo-isl/opus epo-isl Tatoeba-test 0.254 8.0 1.000 1553
epo-ita/opus epo-ita Tatoeba-test 0.263 7.7 0.883 67118
epo-lit/opus epo-lit Tatoeba-test 0.280 7.5 0.877 62528
epo-nds/opus epo-nds Tatoeba-test 0.126 0.3 1.000 18330
epo-nld/opus epo-nld Tatoeba-test 0.337 15.3 0.864 78770
epo-nor/opus epo-nor Tatoeba-test 0.259 8.0 0.883 29074
epo-pol/opus epo-pol Tatoeba-test 0.392 17.2 0.893 15343
epo-por/opus epo-por Tatoeba-test 0.437 20.6 0.883 89991
epo-ron/opus epo-ron Tatoeba-test 0.266 9.0 0.847 25619
epo-rus/opus epo-rus Tatoeba-test 0.379 17.7 0.918 71288
epo-slv/opus epo-slv Tatoeba-test 0.194 3.0 0.970 1765
epo-spa/opus epo-spa Tatoeba-test 0.519 29.3 0.916 77893
epo-swe/opus epo-swe Tatoeba-test 0.463 29.5 0.964 10977
epo-tur/opus epo-tur Tatoeba-test 0.329 9.8 0.816 27062
epo-vie/opus epo-vie Tatoeba-test 0.273 10.0 1.000 17797
epo-zho/opus epo-zho Tatoeba-test 0.047 3.0 0.891 22149
eus-deu/opus eus-deu Tatoeba-test 0.562 36.3 0.953 3315
eus-jpn/opus eus-jpn Tatoeba-test 0.071 2.4 0.783 1194
eus-rus/opus eus-rus Tatoeba-test 0.502 31.3 0.942 2428
fin-epo/opus fin-epo Tatoeba-test 0.413 22.5 0.949 18881
fra-bre/opus fra-bre Tatoeba-test 0.210 3.8 0.849 14394
fra-cat/opus fra-cat Tatoeba-test 0.645 43.4 0.982 5214
fra-epo/opus fra-epo Tatoeba-test 0.509 29.2 0.976 78053
fra-nds/opus fra-nds Tatoeba-test 0.186 2.0 0.934 5571
fra-run/opus fra-run Tatoeba-test 0.368 7.4 1.000 5095
fra-tat/opus fra-tat Tatoeba-test 0.250 6.4 1.000 1562
fry-eng/opus fry-eng Tatoeba-test 0.226 4.9 0.923 1500
gem-gem/opus deu-nds Tatoeba-test 0.469 21.4 0.989 76144
gem-gem/opus eng-fry Tatoeba-test 0.374 14.6 1.000 1529
gem-gem/opus eng-nds Tatoeba-test 0.440 19.9 0.995 18264
gem-gem/opus eng-yid Tatoeba-test 0.204 3.8 1.000 8094
gem-gem/opus fry-eng Tatoeba-test 0.501 29.3 1.000 1500
gem-gem/opus nds-deu Tatoeba-test 0.602 38.5 0.997 74571
gem-gem/opus nds-eng Tatoeba-test 0.528 33.6 0.999 17589
gem-gem/opus nds-nld Tatoeba-test 0.639 44.5 0.991 11490
gem-gem/opus nld-nds Tatoeba-test 0.484 24.0 1.000 11711
gem-gem/opus yid-eng Tatoeba-test 0.374 18.5 1.000 7741
glg-eng/opus glg-eng Tatoeba-test 0.628 44.4 0.975 8365
glg-por/opus glg-por Tatoeba-test 0.756 58.5 0.978 3078
glg-spa/opus glg-spa Tatoeba-test 0.836 72.2 0.982 17443
gmw-gmw/opus deu-nds Tatoeba-test 0.444 18.7 0.988 76144
gmw-gmw/opus eng-fry Tatoeba-test 0.374 15.2 0.999 1529
gmw-gmw/opus eng-nds Tatoeba-test 0.411 16.5 0.992 18264
gmw-gmw/opus eng-yid Tatoeba-test 0.194 2.2 1.000 8094
gmw-gmw/opus fry-eng Tatoeba-test 0.496 31.9 1.000 1500
gmw-gmw/opus nds-deu Tatoeba-test 0.572 34.5 1.000 74571
gmw-gmw/opus nds-eng Tatoeba-test 0.492 29.6 1.000 17589
gmw-gmw/opus nds-nld Tatoeba-test 0.621 42.2 0.994 11490
gmw-gmw/opus nld-nds Tatoeba-test 0.462 21.7 0.998 11711
gmw-gmw/opus yid-eng Tatoeba-test 0.336 15.2 1.000 7741
grn-spa/opus grn-spa Tatoeba-test 0.157 1.0 1.000 3866
hbs-epo/opus hbs-epo Tatoeba-test 0.231 7.2 0.968 18457
heb-epo/opus heb-epo Tatoeba-test 0.348 17.6 0.899 78217
hin-urd/opus hin-urd Tatoeba-test 0.174 1.7 1.000 1618
hin-zho/opus hin-zho Tatoeba-test 0.043 2.8 0.802 3258
hun-epo/opus hun-epo Tatoeba-test 0.378 17.9 0.934 76005
hye-eng/opus hye-eng Tatoeba-test 0.277 12.3 1.000 5066
hye-rus/opus hye-rus Tatoeba-test 0.476 25.6 0.929 1624
ilo-eng/opus ilo-eng Tatoeba-test 0.558 36.4 1.000 7384
inc-inc/opus eng-mar Tatoeba-test 0.469 20.5 0.998 58672
inc-inc/opus hin-urd Tatoeba-test 0.534 21.8 1.000 1618
inc-inc/opus mar-eng Tatoeba-test 0.552 33.6 1.000 64831
inc-inc/opus urd-hin Tatoeba-test 0.520 25.6 1.000 1581
ira-ira/opus eng-kur Tatoeba-test 0.229 9.0 1.000 1723
ira-ira/opus kur-eng Tatoeba-test 0.248 7.4 1.000 1751
isl-epo/opus isl-epo Tatoeba-test 0.314 11.8 1.000 1528
isl-jpn/opus isl-jpn Tatoeba-test 0.136 5.9 1.000 1882
ita-cat/opus ita-cat Tatoeba-test 0.706 52.5 0.993 2074
ita-epo/opus ita-epo Tatoeba-test 0.296 11.8 0.905 67846
ita-nds/opus ita-nds Tatoeba-test 0.205 4.3 0.918 2130
jpn-eus/opus jpn-eus Tatoeba-test 0.235 5.5 0.896 1040
jpn-isl/opus jpn-isl Tatoeba-test 0.132 3.9 1.000 1575
jpn-mar/opus jpn-mar Tatoeba-test 0.088 0.3 1.000 1970
kat-eng/opus kat-eng Tatoeba-test 0.538 37.9 0.991 5992
kat-rus/opus kat-rus Tatoeba-test 0.604 38.2 0.996 3899
kaz-eng/opus kaz-eng Tatoeba-test 0.196 4.9 0.990 2655
khm-eng/opus khm-eng Tatoeba-test 0.129 1.3 1.000 4394
khm-spa/opus khm-spa Tatoeba-test 0.102 0.1 1.000 8721
kor-zho/opus kor-zho Tatoeba-test 0.061 5.8 0.928 4033
kur-eng/opus kur-eng Tatoeba-test 0.099 0.2 0.821 1751
lit-epo/opus lit-epo Tatoeba-test 0.313 13.0 1.000 70340
mar-eng/opus mar-eng Tatoeba-test 0.137 0.4 1.000 64831
mar-jpn/opus mar-jpn Tatoeba-test 0.083 0.7 1.000 2587
mkh-mkh/opus eng-khm Tatoeba-test 0.237 0.2 1.000 1737
mkh-mkh/opus khm-eng Tatoeba-test 0.295 13.1 1.000 4394
model language-pair testset chrF2 BLEU BP reference-length
mon-eng/opus mon-eng Tatoeba-test 0.216 4.2 1.000 2693
mri-eng/opus mri-eng Tatoeba-test 0.198 2.4 1.000 2733
mya-eng/opus mya-eng Tatoeba-test 0.144 0.4 1.000 1659
nds-deu/opus nds-deu Tatoeba-test 0.303 5.9 0.919 74571
nds-eng/opus nds-eng Tatoeba-test 0.238 4.9 1.000 17589
nds-epo/opus nds-epo Tatoeba-test 0.137 0.6 0.863 17244
nds-fra/opus nds-fra Tatoeba-test 0.200 3.5 0.976 5487
nds-ita/opus nds-ita Tatoeba-test 0.211 3.5 1.000 1952
nds-nld/opus nds-nld Tatoeba-test 0.316 9.4 0.943 11490
nds-por/opus nds-por Tatoeba-test 0.226 5.2 0.993 1250
nds-spa/opus nds-spa Tatoeba-test 0.209 3.9 0.935 5477
nld-cat/opus nld-cat Tatoeba-test 0.624 42.1 0.988 3942
nld-epo/opus nld-epo Tatoeba-test 0.355 16.1 0.936 72293
nld-nds/opus nld-nds Tatoeba-test 0.271 5.9 0.900 11711
nor-epo/opus nor-epo Tatoeba-test 0.245 6.9 0.876 29015
phi-phi/opus eng-ilo Tatoeba-test 0.588 33.7 1.000 7241
phi-phi/opus eng-war Tatoeba-test 0.435 12.8 1.000 11027
phi-phi/opus ilo-eng Tatoeba-test 0.559 37.0 1.000 7384
phi-phi/opus war-eng Tatoeba-test 0.365 16.1 1.000 11345
pol-epo/opus pol-epo Tatoeba-test 0.451 24.8 0.967 17191
por-epo/opus por-epo Tatoeba-test 0.392 18.1 0.930 87408
por-glg/opus por-glg Tatoeba-test 0.740 56.2 0.990 2989
por-nds/opus por-nds Tatoeba-test 0.215 4.3 0.935 1284
pqe-pqe/opus eng-mri Tatoeba-test 0.304 6.9 0.945 3742
pqe-pqe/opus mri-eng Tatoeba-test 0.273 9.4 1.000 2733
pqw-pqw/opus eng-ilo Tatoeba-test 0.567 31.8 1.000 7241
pqw-pqw/opus eng-war Tatoeba-test 0.430 12.4 1.000 11027
pqw-pqw/opus ilo-eng Tatoeba-test 0.534 33.8 1.000 7384
pqw-pqw/opus war-eng Tatoeba-test 0.360 16.5 1.000 11345
que-eng/opus que-eng Tatoeba-test 0.149 0.8 1.000 1693
ron-epo/opus ron-epo Tatoeba-test 0.310 12.3 0.945 25751
run-deu/opus run-deu Tatoeba-test 0.344 17.1 0.961 10562
run-eng/opus run-eng Tatoeba-test 0.428 26.7 0.990 10041
run-fra/opus run-fra Tatoeba-test 0.397 18.2 1.000 7496
run-rus/opus run-rus Tatoeba-test 0.321 17.1 1.000 6635
run-spa/opus run-spa Tatoeba-test 0.376 14.4 1.000 5167
rus-epo/opus rus-epo Tatoeba-test 0.436 24.2 0.925 77197
rus-eus/opus rus-eus Tatoeba-test 0.539 29.7 0.944 2373
rus-hye/opus rus-hye Tatoeba-test 0.494 21.7 1.000 1602
rus-kat/opus rus-kat Tatoeba-test 0.235 7.1 1.000 3667
rus-run/opus rus-run Tatoeba-test 0.397 9.6 1.000 5040
rus-tat/opus rus-tat Tatoeba-test 0.134 0.6 1.000 21002
sit-sit/opus eng-mya Tatoeba-test 0.160 0.4 1.000 1219
sit-sit/opus mya-eng Tatoeba-test 0.361 15.6 1.000 1661
sla-sla/opus bel-eng Tatoeba-test 0.596 40.6 0.967 18571
sla-sla/opus eng-bel Tatoeba-test 0.461 20.3 1.000 16237
slv-epo/opus slv-epo Tatoeba-test 0.212 6.4 1.000 1942
spa-bel/opus spa-bel Tatoeba-test 0.265 9.0 0.943 1259
spa-epo/opus spa-epo Tatoeba-test 0.560 33.2 0.968 77048
spa-glg/opus spa-glg Tatoeba-test 0.808 67.6 0.993 16581
spa-grn/opus spa-grn Tatoeba-test 0.122 0.4 1.000 3089
spa-khm/opus spa-khm Tatoeba-test 0.055 0.0 1.000 3391
spa-nds/opus spa-nds Tatoeba-test 0.202 3.2 0.917 5868
spa-run/opus spa-run Tatoeba-test 0.410 10.1 1.000 3886
spa-tat/opus spa-tat Tatoeba-test 0.163 2.7 1.000 2002
swe-epo/opus swe-epo Tatoeba-test 0.498 29.7 0.958 10987
tat-deu/opus tat-deu Tatoeba-test 0.207 3.0 0.974 25736
tat-eng/opus tat-eng Tatoeba-test 0.175 3.3 1.000 11261
tat-fra/opus tat-fra Tatoeba-test 0.286 9.0 1.000 1967
tat-rus/opus tat-rus Tatoeba-test 0.211 3.5 0.909 22576
tat-spa/opus tat-spa Tatoeba-test 0.218 3.9 1.000 2436
tat-tur/opus tat-tur Tatoeba-test 0.305 7.1 1.000 2792
tat-vie/opus tat-vie Tatoeba-test 0.185 3.8 1.000 2310
tel-eng/opus tel-eng Tatoeba-test 0.320 12.3 1.000 1706
trk-trk/opus aze-eng Tatoeba-test 0.279 10.3 1.000 16165
trk-trk/opus aze-tur Tatoeba-test 0.303 8.5 0.970 5380
trk-trk/opus eng-aze Tatoeba-test 0.047 0.0 1.000 13012
trk-trk/opus eng-kaz Tatoeba-test 0.358 11.6 0.922 2151
trk-trk/opus eng-tat Tatoeba-test 0.295 9.4 1.000 8908
trk-trk/opus eng-tuk Tatoeba-test 0.346 8.2 1.000 15504
trk-trk/opus eng-uig Tatoeba-test 0.168 0.2 1.000 15757
trk-trk/opus eng-uzb Tatoeba-test 0.273 3.4 1.000 2012
trk-trk/opus kaz-eng Tatoeba-test 0.408 21.3 0.967 2655
trk-trk/opus tat-eng Tatoeba-test 0.327 14.2 1.000 11261
trk-trk/opus tat-tur Tatoeba-test 0.398 14.6 1.000 2792
trk-trk/opus tuk-eng Tatoeba-test 0.398 18.6 1.000 19066
trk-trk/opus tur-aze Tatoeba-test 0.044 0.0 1.000 5436
trk-trk/opus tur-tat Tatoeba-test 0.352 10.6 1.000 2894
trk-trk/opus tur-uzb Tatoeba-test 0.345 5.6 1.000 949
trk-trk/opus uig-eng Tatoeba-test 0.244 8.4 1.000 23090
trk-trk/opus uzb-eng Tatoeba-test 0.355 21.9 0.964 2699
trk-trk/opus uzb-tur Tatoeba-test 0.418 17.2 0.945 956
tuk-eng/opus tuk-eng Tatoeba-test 0.174 1.9 1.000 19066
tur-epo/opus tur-epo Tatoeba-test 0.373 17.0 0.881 33762
tur-tat/opus tur-tat Tatoeba-test 0.221 2.5 1.000 2894
tur-uzb/opus tur-uzb Tatoeba-test 0.143 0.5 1.000 949
tut-tut/opus aze-eng Tatoeba-test 0.277 10.0 1.000 16165
tut-tut/opus aze-tur Tatoeba-test 0.297 8.3 0.956 5380
tut-tut/opus eng-aze Tatoeba-test 0.227 1.5 1.000 13012
tut-tut/opus eng-kaz Tatoeba-test 0.355 11.3 0.913 2151
tut-tut/opus eng-mon Tatoeba-test 0.302 8.7 0.888 2385
tut-tut/opus eng-tat Tatoeba-test 0.291 8.6 1.000 8908
tut-tut/opus eng-tuk Tatoeba-test 0.356 8.0 1.000 15504
tut-tut/opus eng-uig Tatoeba-test 0.173 0.2 1.000 15757
tut-tut/opus eng-uzb Tatoeba-test 0.274 2.6 1.000 2012
tut-tut/opus kaz-eng Tatoeba-test 0.394 20.7 0.980 2655
tut-tut/opus mon-eng Tatoeba-test 0.339 14.2 1.000 2693
tut-tut/opus tat-eng Tatoeba-test 0.327 14.7 1.000 11261
tut-tut/opus tat-tur Tatoeba-test 0.392 14.2 1.000 2792
tut-tut/opus tuk-eng Tatoeba-test 0.405 19.8 1.000 19066
tut-tut/opus tur-aze Tatoeba-test 0.255 2.3 1.000 5436
tut-tut/opus tur-tat Tatoeba-test 0.343 10.7 1.000 2894
tut-tut/opus tur-uzb Tatoeba-test 0.348 6.5 1.000 949
tut-tut/opus uig-eng Tatoeba-test 0.246 8.3 1.000 23090
tut-tut/opus uzb-eng Tatoeba-test 0.363 21.6 0.968 2699
tut-tut/opus uzb-tur Tatoeba-test 0.415 19.3 0.949 956
uig-eng/opus uig-eng Tatoeba-test 0.133 0.3 1.000 23090
ukr-cat/opus ukr-cat Tatoeba-test 0.538 33.7 0.972 2670
ukr-zho/opus ukr-zho Tatoeba-test 0.090 9.1 0.904 13703
urd-hin/opus urd-hin Tatoeba-test 0.164 1.0 1.000 1581
uzb-eng/opus uzb-eng Tatoeba-test 0.138 1.3 1.000 2699
uzb-tur/opus uzb-tur Tatoeba-test 0.146 1.1 0.992 956
vie-epo/opus vie-epo Tatoeba-test 0.332 12.2 0.990 13637
vie-tat/opus vie-tat Tatoeba-test 0.175 2.2 0.875 1810
war-eng/opus war-eng Tatoeba-test 0.308 12.3 1.000 11345
xgn-xgn/opus eng-mon Tatoeba-test 0.214 4.1 1.000 2385
xgn-xgn/opus mon-eng Tatoeba-test 0.225 4.4 1.000 2693
yid-eng/opus yid-eng Tatoeba-test 0.124 0.1 1.000 7741
zho-epo/opus zho-epo Tatoeba-test 0.177 4.3 0.917 15628
zho-hin/opus zho-hin Tatoeba-test 0.141 2.0 1.000 2596
zho-kor/opus zho-kor Tatoeba-test 0.115 1.1 0.897 2189
zho-ukr/opus zho-ukr Tatoeba-test 0.277 10.3 0.924 9193
zle-gmw/opus1m bel-eng Tatoeba-test 0.528 34.8 1.000 18571
zle-gmw/opus-tuned4bel2eng bel-eng Tatoeba-test 0.570 39.5 0.985 18571
zle-roa/opus1m bel-spa Tatoeba-test 0.567 36.5 1.000 1412
zle-roa/opus1m ukr-cat Tatoeba-test 0.595 38.8 1.000 2670
zle-zle/opus bel-eng Tatoeba-test 0.562 36.7 0.980 18571
zle-zle/opus eng-bel Tatoeba-test 0.452 19.3 1.000 16237

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aav-aav/opus eng-hoc Tatoeba-test 0.010 0.1 1.000 2591
aav-aav/opus eng-kha Tatoeba-test 0.013 0.1 1.000 9269
aav-aav/opus hoc-eng Tatoeba-test 0.099 0.2 0.747 3527
aav-aav/opus kha-eng Tatoeba-test 0.119 0.8 0.964 8445
art-art/opus epo-ile Tatoeba-test 0.143 1.0 0.955 1677
art-art/opus epo-lfn Tatoeba-test 0.163 0.7 0.916 2891
art-art/opus epo-vol Tatoeba-test 0.119 0.5 1.000 3742
art-art/opus ile-epo Tatoeba-test 0.365 13.6 0.986 1598
art-art/opus ina-lfn Tatoeba-test 0.169 1.1 0.970 2793
art-art/opus lfn-epo Tatoeba-test 0.261 5.7 1.000 2578
art-art/opus lfn-ina Tatoeba-test 0.206 4.4 1.000 2646
art-art/opus vol-epo Tatoeba-test 0.130 0.6 0.714 4656
bat-bat/opus eng-prg Tatoeba-test 0.107 0.3 1.000 1527
bat-bat/opus prg-eng Tatoeba-test 0.160 0.8 1.000 1663
fiu-fiu/opus fin-fkv Tatoeba-test 0.161 1.6 1.000 1721
fiu-fiu/opus fkv-fin Tatoeba-test 0.495 22.8 1.000 1668
gem-gem/opus deu-swg Tatoeba-test 0.097 0.1 1.000 15448
gem-gem/opus eng-gos Tatoeba-test 0.098 0.5 1.000 5514
gem-gem/opus gos-eng Tatoeba-test 0.340 17.3 1.000 5622
gem-gem/opus gos-nld Tatoeba-test 0.403 16.7 0.978 9903
gem-gem/opus nld-gos Tatoeba-test 0.103 0.8 1.000 9535
gem-gem/opus swg-deu Tatoeba-test 0.335 8.8 1.000 15632
gmw-gmw/opus deu-swg Tatoeba-test 0.154 0.3 1.000 15448
gmw-gmw/opus eng-gos Tatoeba-test 0.272 1.4 1.000 5514
gmw-gmw/opus gos-eng Tatoeba-test 0.313 14.0 1.000 5622
gmw-gmw/opus gos-nld Tatoeba-test 0.409 15.9 0.959 9903
gmw-gmw/opus nld-gos Tatoeba-test 0.284 2.1 1.000 9535
gmw-gmw/opus swg-deu Tatoeba-test 0.338 9.1 0.989 15632
inc-inc/opus awa-eng Tatoeba-test 0.300 15.9 0.975 1335
inc-inc/opus eng-awa Tatoeba-test 0.029 0.3 1.000 1148
mkh-mkh/opus eng-kha Tatoeba-test 0.095 0.7 1.000 9269
mkh-mkh/opus kha-eng Tatoeba-test 0.114 0.8 0.918 8445
model language-pair testset chrF2 BLEU BP reference-length
pqw-pqw/opus dtp-eng Tatoeba-test 0.135 0.9 1.000 13788
pqw-pqw/opus dtp-msa Tatoeba-test 0.125 0.4 1.000 3479
pqw-pqw/opus eng-dtp Tatoeba-test 0.091 0.4 1.000 13675
pqw-pqw/opus msa-dtp Tatoeba-test 0.108 0.4 1.000 3804
sla-sla/opus eng-orv Tatoeba-test 0.011 0.3 1.000 1708
sla-sla/opus orv-eng Tatoeba-test 0.259 7.9 1.000 2102
sla-sla/opus orv-ukr Tatoeba-test 0.231 6.0 1.000 5446
sla-sla/opus ukr-orv Tatoeba-test 0.010 0.2 1.000 5038
trk-trk/opus eng-ota Tatoeba-test 0.024 0.0 1.000 3724
trk-trk/opus ota-eng Tatoeba-test 0.152 2.1 1.000 4344
trk-trk/opus ota-tur Tatoeba-test 0.179 2.1 1.000 1503
trk-trk/opus tur-ota Tatoeba-test 0.026 0.0 1.000 1557
tut-tut/opus eng-ota Tatoeba-test 0.114 1.3 1.000 3724
tut-tut/opus ota-eng Tatoeba-test 0.171 3.2 1.000 4344
tut-tut/opus ota-tur Tatoeba-test 0.168 2.4 1.000 1503
tut-tut/opus tur-ota Tatoeba-test 0.127 1.4 1.000 1557
urj-urj/opus fin-fkv Tatoeba-test 0.135 0.6 1.000 1721
urj-urj/opus fkv-fin Tatoeba-test 0.488 20.8 0.995 1668
zle-gmw/opus1m orv-eng Tatoeba-test 0.216 7.2 0.974 2102
zle-zle/opus eng-orv Tatoeba-test 0.138 0.3 1.000 1708
zle-zle/opus orv-eng Tatoeba-test 0.210 6.3 0.970 2102
zle-zle/opus orv-ukr Tatoeba-test 0.175 3.1 1.000 5446
zle-zle/opus ukr-orv Tatoeba-test 0.138 0.4 1.000 5038

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aav-aav eng.vie 0.480 30.2
afa-afa eng.mlt 0.554 17.3
afr-deu afr.deu 0.671 47.1
afr-eng afr.eng 0.738 59.4
afr-rus afr.rus 0.580 38.2
afr-spa afr.spa 0.680 49.9
ara-jpn ara.jpn 0.196 15.9
ben-eng ben.eng 0.639 49.7
bul-jpn bul.jpn 0.241 16.2
bul-rus afr.nld 0.715 55.2
bul-ukr bul.ukr 0.683 49.2
cat-por cat.por 0.659 44.8
cat-spa cat.spa 0.856 73.9
ceb-eng ceb.eng 0.387 21.5
cel-cel cym.eng 0.574 39.7
cel-cel eng.gle 0.567 34.2
ces-ukr ces.ukr 0.680 50.9
cpp-cpp msa.msa 0.353 14.8
cym-eng cym.eng 0.535 35.6
dan-jpn dan.jpn 0.317 22.3
dan-nor dan.nor 0.863 76.0
dan-rus dan.rus 0.715 52.5
deu-fas deu.fas 0.335 10.4
deu-isl deu.isl 0.533 27.1
deu-jpn deu.jpn 0.262 15.7
deu-kor deu.kor 0.262 5.0
deu-msa deu.msa 0.613 34.8
deu-nor deu.nor 0.667 47.3
deu-tgl deu.tgl 0.425 12.9
deu-ukr deu.ukr 0.612 40.2
deu-vie deu.vie 0.443 25.0
deu-zho deu.zho 0.275 32.4
dra-dra eng.mal 0.499 13.2
dra-dra eng.tam 0.434 9.2
eng-eus eng.eus 0.590 31.8
eng-fas eng.fas 0.364 11.8
eng-gle eng.gle 0.593 37.5
eng-hin eng.hin 0.447 16.1
eng-isl eng.isl 0.516 24.7
eng-jpn eng.jpn 0.266 15.7
eng-mal eng.mal 0.497 11.7
eng-mkd eng.mkd 0.641 45.1
eng-mlt eng.mlt 0.579 20.0
eng-sqi eng.sqi 0.671 46.0
eng-swa eng.swa 0.604 23.2
eng-tam eng.tam 0.405 6.8
eng-tgl eng.tgl 0.571 26.3
eng-tha eng.tha 0.544 1.9
eng-ukr eng.ukr 0.594 38.5
eng-urd eng.urd 0.390 12.1
eng-vie eng.vie 0.542 37.2
est-rus est.rus 0.702 50.2
euq-euq eng.eus 0.563 28.1
eus-spa eus.spa 0.673 48.8
fin-nor fin.nor 0.699 50.6
fra-msa fra.msa 0.620 35.6
fra-nor fra.nor 0.703 53.7
fra-tgl fra.tgl 0.529 21.1
fra-ukr fra.ukr 0.599 39.3
fra-vie fra.vie 0.486 31.1
gem-gem afr.deu 0.674 48.4
gem-gem afr.eng 0.724 57.9
gem-gem afr.nld 0.713 54.6
gem-gem dan.nor 0.833 71.4
gem-gem deu.isl 0.508 25.3
gem-gem deu.nor 0.644 44.3
gem-gem eng.isl 0.473 22.1
gem-gem nld.nor 0.729 56.5
gem-gem nor.nor 0.789 62.2
gem-gem nor.swe 0.817 69.9
gmq-gmq dan.nor 0.849 74.1
gmq-gmq eng.isl 0.506 24.3
gmq-gmq nor.nor 0.780 61.0
gmq-gmq nor.swe 0.839 72.5
gmw-gmw afr.deu 0.677 48.5
gmw-gmw afr.eng 0.727 58.7
gmw-gmw afr.nld 0.713 54.7
hbs-ukr hbs.ukr 0.653 46.4
heb-ukr heb.ukr 0.552 35.4
hun-ukr hun.ukr 0.611 41.2
inc-inc ben.eng 0.554 39.8
inc-inc eng.hin 0.454 16.8
inc-inc eng.urd 0.399 11.7
ira-ira eng.fas 0.253 5.4
isl-ita isl.ita 0.662 46.7
isl-spa isl.spa 0.665 51.2
ita-lit ita.lit 0.652 38.1
ita-msa ita.msa 0.551 28.0
ita-ukr ita.ukr 0.657 45.9
ita-vie ita.vie 0.535 36.2
jpn-lit jpn.lit 0.234 5.5
jpn-msa jpn.msa 0.464 20.6
jpn-nld jpn.nld 0.534 34.7
jpn-nor jpn.nor 0.476 29.2
jpn-pol jpn.pol 0.386 15.7
jpn-por jpn.por 0.451 22.6
jpn-rus jpn.rus 0.441 23.2
jpn-spa jpn.spa 0.518 30.1
jpn-swe jpn.swe 0.416 22.6
jpn-tur jpn.tur 0.434 16.7
jpn-ukr jpn.ukr 0.111 0.5
jpn-vie jpn.vie 0.380 20.3
jpx-jpx eng.jpn 0.230 11.3
kor-rus kor.rus 0.514 30.3
kor-spa kor.spa 0.521 31.3
lav-rus lav.rus 0.695 52.9
lit-pol lit.pol 0.721 53.6
lit-rus lit.rus 0.695 51.7
lit-spa lit.spa 0.680 50.5
lit-tur lit.tur 0.648 35.8
mkd-spa mkd.spa 0.717 56.5
mkh-mkh eng.vie 0.479 30.4
nld-nor nld.nor 0.773 63.2
nld-ukr nld.ukr 0.619 40.8
nor-pol nor.pol 0.604 36.7
nor-rus nor.rus 0.619 40.1
nor-spa nor.spa 0.708 53.2
nor-swe nor.swe 0.849 74.7
nor-ukr nor.ukr 0.625 41.2
phi-phi ceb.eng 0.404 21.7
pol-ukr pol.ukr 0.665 47.1
por-tgl por.tgl 0.555 26.1
por-ukr por.ukr 0.624 41.2
pqw-pqw ceb.eng 0.370 19.4
pqw-pqw msa.msa 0.312 13.9
roa-zho ita.zho 0.129 14.5
roa-zho msa.zho 0.095 9.4
rus-slv rus.slv 0.492 32.3
rus-swe rus.swe 0.677 51.9
rus-ukr rus.ukr 0.793 64.0
rus-vie rus.vie 0.346 16.9
sal-sal msa.msa 0.232 8.2
sem-sem eng.mlt 0.563 17.7
sla-sla bul.ukr 0.688 49.7
sla-sla ces.ukr 0.678 51.3
sla-sla eng.mkd 0.602 40.4
sla-sla eng.ukr 0.571 36.0
sla-sla hbs.ukr 0.689 51.1
sla-sla pol.ukr 0.663 46.7
sla-sla rus.slv 0.478 29.6
sla-sla rus.ukr 0.745 56.8
sla-sla slv.ukr 0.553 35.1
slv-ukr slv.ukr 0.236 10.6
spa-tgl spa.tgl 0.486 13.7
spa-ukr spa.ukr 0.614 41.3
spa-vie spa.vie 0.508 33.1
swa-swa eng.swa 0.433 14.3
taw-taw eng.tha 0.516 2.3
tur-ukr tur.ukr 0.624 42.5
zle-zle eng.ukr 0.578 36.3
zle-zle rus.ukr 0.789 63.0
zls-zls eng.mkd 0.627 43.5

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@ -0,0 +1,121 @@
afa-afa ara.eng 0.556 37.6
afa-afa ara.heb 0.546 34.5
afa-afa eng.heb 0.534 30.5
ara-deu ara.deu 0.629 44.7
ara-deu ara.deu 0.630 44.5
ara-ell ara.ell 0.641 44.9
ara-eng ara.eng 0.617 44.9
ara-fra ara.fra 0.562 39.8
ara-heb ara.heb 0.605 40.4
ara-ita ara.ita 0.639 43.2
ara-rus ara.rus 0.606 42.3
ara-tur ara.tur 0.614 32.8
bat-bat eng.lav 0.624 39.8
bat-bat eng.lit 0.621 34.0
bul-deu bul.deu 0.677 49.5
bul-eng bul.eng 0.720 58.3
bul-fra bul.fra 0.693 53.7
bul-ita bul.ita 0.653 43.1
bul-spa bul.spa 0.661 49.1
bul-tur bul.tur 0.686 40.2
ces-deu ces.deu 0.692 51.5
ces-eng ces.eng 0.719 57.0
ces-fra ces.fra 0.720 56.0
ces-hun ces.hun 0.691 48.6
ces-ita ces.ita 0.675 44.9
ces-pol ces.pol 0.701 50.5
ces-rus ces.rus 0.722 55.1
ces-slv ces.slv 0.239 5.1
ces-spa ces.spa 0.706 53.4
cpp-cpp eng.msa 0.587 33.2
dan-deu dan.deu 0.740 56.7
dan-eng dan.eng 0.776 64.4
dan-fin dan.fin 0.617 37.4
dan-fra dan.fra 0.759 63.0
dan-ita dan.ita 0.727 52.7
dan-nld dan.nld 0.778 64.4
dan-por dan.por 0.733 54.7
dan-spa dan.spa 0.718 53.8
dan-swe dan.swe 0.832 72.1
dan-tur dan.tur 0.662 40.5
deu-ell deu.ell 0.652 45.3
deu-eng deu.eng 0.696 53.4
deu-est deu.est 0.741 55.4
deu-fin deu.fin 0.634 40.1
deu-fra deu.fra 0.661 48.6
deu-hbs deu.hbs 0.330 20.1
deu-heb deu.heb 0.580 37.1
deu-hun deu.hun 0.582 33.0
eng-fin eng.fin 0.629 38.7
eng-heb eng.heb 0.602 37.9
eng-por eng.por 0.649 44.5
eng-por eng.por 0.652 43.9
eng-ron eng.ron 0.665 45.0
eng-spa eng.spa 0.721 55.1
eng-tur eng.tur 0.684 41.5
fiu-fiu eng.est 0.673 47.6
fiu-fiu eng.fin 0.579 32.9
fiu-fiu eng.hun 0.567 32.8
fiu-fiu fin.hun 0.671 44.3
fra-heb fra.heb 0.598 39.2
gem-gem dan.deu 0.684 48.6
gem-gem dan.eng 0.710 55.5
gem-gem dan.nld 0.754 60.8
gem-gem dan.swe 0.794 66.1
gem-gem deu.eng 0.627 44.5
gem-gem deu.nld 0.662 47.6
gem-gem deu.swe 0.670 51.0
gem-gem eng.nld 0.663 48.3
gem-gem eng.nor 0.659 49.0
gem-gem eng.swe 0.684 53.7
gmq-gmq dan.eng 0.738 59.2
gmq-gmq dan.swe 0.818 69.3
gmq-gmq eng.nor 0.682 51.9
gmq-gmq eng.swe 0.712 57.3
gmw-gmw deu.eng 0.629 44.7
gmw-gmw deu.nld 0.672 48.7
gmw-gmw eng.nld 0.677 50.3
grk-grk ell.eng 0.766 64.4
heb-ita heb.ita 0.643 41.1
heb-rus heb.rus 0.599 40.5
heb-spa heb.spa 0.689 51.3
pqw-pqw eng.msa 0.527 28.0
roa-zho fra.zho 0.118 12.8
roa-zho por.zho 0.150 17.3
roa-zho spa.zho 0.154 17.9
sal-sal eng.msa 0.581 32.3
sem-sem ara.eng 0.566 39.0
sem-sem ara.heb 0.565 35.8
sem-sem eng.heb 0.551 32.2
sit-sit eng.zho 0.239 28.1
sit-sit zho.zho 0.099 13.1
sla-sla bul.eng 0.661 50.0
sla-sla bul.rus 0.647 43.1
sla-sla ces.eng 0.648 47.4
sla-sla ces.pol 0.657 44.4
sla-sla ces.rus 0.684 50.4
sla-sla ces.slv 0.245 4.9
sla-sla eng.hbs 0.583 36.7
sla-sla eng.pol 0.598 37.8
sla-sla eng.rus 0.589 38.4
sla-sla eng.slv 0.334 15.6
sla-sla hbs.pol 0.639 42.9
sla-sla hbs.rus 0.704 52.4
sla-sla pol.rus 0.670 48.2
spa-tur spa.tur 0.712 45.1
spa-zho spa.zho 0.324 38.8
trk-trk eng.tur 0.559 27.8
tut-tut eng.tur 0.556 27.7
urj-urj eng.est 0.680 48.9
urj-urj eng.fin 0.577 33.0
urj-urj eng.hun 0.567 32.7
urj-urj fin.hun 0.667 44.6
zhx-zhx eng.zho 0.234 27.9
zhx-zhx zho.zho 0.102 14.1
zle-zle eng.rus 0.597 38.9
zls-zls bul.eng 0.682 53.2
zls-zls eng.hbs 0.600 38.7
zls-zls eng.slv 0.343 17.1
zlw-zlw ces.eng 0.668 50.3
zlw-zlw ces.pol 0.663 45.7
zlw-zlw eng.pol 0.619 40.6

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@ -0,0 +1,77 @@
afa-afa eng.kab 0.162 0.8
art-art eng.ido 0.224 2.6
art-art eng.ina 0.238 4.4
art-art epo.ido 0.235 2.8
bel-deu bel.deu 0.102 0.8
bel-epo bel.epo 0.028 0.0
bel-fra bel.fra 0.108 1.7
bel-ita bel.ita 0.097 0.7
bel-nld bel.nld 0.096 0.7
bel-pol bel.pol 0.081 0.8
bel-rus bel.rus 0.141 2.7
bel-ukr bel.ukr 0.122 3.7
ber-ber eng.kab 0.093 0.2
cat-epo cat.epo 0.028 0.0
cel-cel eng.gla 0.316 8.3
ces-lat ces.lat 0.060 0.2
cha-eng cha.eng 0.113 0.1
chv-eng chv.eng 0.120 0.1
chv-rus chv.rus 0.112 0.5
chv-tur chv.tur 0.114 0.1
crh-tur crh.tur 0.136 0.3
deu-hsb deu.hsb 0.078 0.2
deu-ina deu.ina 0.111 0.2
deu-kur deu.kur 0.016 0.0
deu-lat deu.lat 0.053 0.2
eng-gla eng.gla 0.159 0.4
eng-jav eng.jav 0.085 0.2
eng-kab eng.kab 0.113 0.2
eng-ltz eng.ltz 0.123 0.5
eng-oci eng.oci 0.036 0.0
eng-rom eng.rom 0.134 0.4
epo-fas epo.fas 0.089 0.1
epo-glg epo.glg 0.099 0.3
epo-ido epo.ido 0.126 0.1
epo-oci epo.oci 0.080 0.1
epo-tgl epo.tgl 0.077 0.4
epo-ukr epo.ukr 0.071 0.6
epo-yid epo.yid 0.108 0.1
fin-kur fin.kur 0.096 0.2
fin-lat fin.lat 0.043 0.2
fra-ina fra.ina 0.132 0.5
fra-oci fra.oci 0.097 0.3
fra-uig fra.uig 0.099 0.0
fry-nld fry.nld 0.120 0.4
gem-gem eng.ltz 0.279 11.1
gem-gem fry.nld 0.646 45.4
gla-spa gla.spa 0.109 0.3
gmw-gmw eng.ltz 0.271 12.1
gmw-gmw fry.nld 0.634 43.0
heb-lat heb.lat 0.030 0.0
hun-lat hun.lat 0.063 0.1
ido-spa ido.spa 0.127 0.1
inc-inc eng.rom 0.255 2.6
ita-lat ita.lat 0.044 0.1
jpn-nds jpn.nds 0.086 0.2
lat-nld lat.nld 0.082 0.2
lat-nor lat.nor 0.049 0.3
lat-pol lat.pol 0.022 0.1
lat-rus lat.rus 0.060 0.2
lat-spa lat.spa 0.075 0.6
nds-rus nds.rus 0.089 0.3
pqw-pqw cha.eng 0.171 5.6
pqw-pqw eng.jav 0.293 8.1
sla-sla bel.pol 0.683 47.3
sla-sla bel.rus 0.767 58.1
sla-sla bel.ukr 0.744 54.8
trk-trk chv.eng 0.319 13.9
trk-trk chv.tur 0.323 7.3
trk-trk crh.tur 0.481 22.5
trk-trk tur.uig 0.161 0.1
tur-uig tur.uig 0.126 0.0
tut-tut chv.eng 0.319 13.3
tut-tut chv.tur 0.323 7.7
tut-tut crh.tur 0.458 18.6
tut-tut tur.uig 0.166 0.1
zle-zle bel.rus 0.753 56.9
zle-zle bel.ukr 0.742 54.5

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@ -0,0 +1,11 @@
art-art eng.jbo 0.120 0.1
art-art epo.ina 0.218 3.2
cel-cel cor.eng 0.170 2.7
gem-gem deu.ltz 0.296 13.2
gem-gem deu.yid 0.209 4.8
gem-gem eng.fao 0.299 7.6
gem-gem ltz.nld 0.538 37.8
gmq-gmq eng.fao 0.315 8.9
gmw-gmw deu.ltz 0.262 11.0
gmw-gmw deu.yid 0.177 1.8
gmw-gmw ltz.nld 0.523 37.5

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@ -0,0 +1,142 @@
aav-aav eng.khm 0.247 0.2
afr-epo afr.epo 0.411 18.3
ara-epo ara.epo 0.376 18.9
art-art eng.epo 0.578 35.9
bel-eng bel.eng 0.268 10.0
bel-spa bel.spa 0.272 11.8
bre-eng bre.eng 0.256 8.3
bre-fra bre.fra 0.233 5.6
bul-epo bul.epo 0.438 24.5
cat-deu cat.deu 0.593 39.5
cat-eng cat.eng 0.668 50.2
cat-fra cat.fra 0.694 52.4
cat-ita cat.ita 0.690 48.6
cat-nld cat.nld 0.632 45.1
cat-ukr cat.ukr 0.503 28.6
cau-cau eng.kat 0.066 0.8
ccs-ccs eng.kat 0.163 4.6
ceb-deu ceb.deu 0.310 9.9
cel-cel bre.eng 0.378 18.0
ces-epo ces.epo 0.459 26.0
dan-epo dan.epo 0.432 23.6
deu-epo deu.epo 0.453 24.1
deu-eus deu.eus 0.574 31.8
deu-nds deu.nds 0.287 6.4
deu-run deu.run 0.366 7.8
deu-tat deu.tat 0.138 0.9
dra-dra eng.tel 0.364 7.1
ell-epo ell.epo 0.517 32.4
eng-epo eng.epo 0.577 35.6
eng-fry eng.fry 0.202 4.7
eng-glg eng.glg 0.593 37.8
eng-hye eng.hye 0.267 7.2
eng-ilo eng.ilo 0.569 30.8
eng-kat eng.kat 0.157 5.1
eng-kaz eng.kaz 0.181 3.1
eng-khm eng.khm 0.103 0.1
eng-kur eng.kur 0.087 0.1
eng-mar eng.mar 0.110 0.7
eng-mon eng.mon 0.173 2.2
eng-mri eng.mri 0.257 4.8
eng-mya eng.mya 0.069 0.2
eng-nds eng.nds 0.205 2.8
eng-que eng.que 0.177 0.5
eng-run eng.run 0.436 10.4
eng-tat eng.tat 0.170 2.0
eng-tel eng.tel 0.285 4.1
eng-tuk eng.tuk 0.156 0.9
eng-uig eng.uig 0.127 0.0
eng-uzb eng.uzb 0.151 0.2
eng-war eng.war 0.390 9.7
eng-yid eng.yid 0.120 0.2
epo-fin epo.fin 0.371 15.9
epo-fra epo.fra 0.468 25.4
epo-hbs epo.hbs 0.176 3.7
epo-heb epo.heb 0.306 11.5
epo-hun epo.hun 0.333 12.8
epo-isl epo.isl 0.254 8.0
epo-ita epo.ita 0.263 7.7
epo-lit epo.lit 0.280 7.5
epo-nds epo.nds 0.126 0.3
epo-nld epo.nld 0.337 15.3
epo-nor epo.nor 0.259 8.0
epo-pol epo.pol 0.392 17.2
epo-por epo.por 0.437 20.6
epo-ron epo.ron 0.266 9.0
epo-rus epo.rus 0.379 17.7
epo-slv epo.slv 0.194 3.0
epo-spa epo.spa 0.519 29.3
epo-swe epo.swe 0.463 29.5
epo-tur epo.tur 0.329 9.8
epo-vie epo.vie 0.273 10.0
epo-zho epo.zho 0.047 3.0
eus-jpn eus.jpn 0.071 2.4
eus-rus eus.rus 0.502 31.3
fra-nds fra.nds 0.186 2.0
fra-run fra.run 0.368 7.4
fra-tat fra.tat 0.250 6.4
gem-gem deu.nds 0.469 21.4
gem-gem eng.fry 0.374 14.6
gem-gem eng.nds 0.440 19.9
gem-gem eng.yid 0.204 3.8
gem-gem nds.nld 0.639 44.5
glg-por glg.por 0.756 58.5
glg-spa glg.spa 0.836 72.2
gmw-gmw deu.nds 0.444 18.7
gmw-gmw eng.fry 0.374 15.2
gmw-gmw eng.nds 0.411 16.5
gmw-gmw eng.yid 0.194 2.2
gmw-gmw nds.nld 0.621 42.2
grn-spa grn.spa 0.157 1.0
hin-urd hin.urd 0.174 1.7
hin-zho hin.zho 0.043 2.8
hye-rus hye.rus 0.476 25.6
inc-inc eng.mar 0.469 20.5
inc-inc hin.urd 0.534 21.8
ira-ira eng.kur 0.229 9.0
isl-jpn isl.jpn 0.136 5.9
ita-nds ita.nds 0.205 4.3
jpn-mar jpn.mar 0.088 0.3
kat-rus kat.rus 0.604 38.2
khm-spa khm.spa 0.102 0.1
kor-zho kor.zho 0.061 5.8
mkh-mkh eng.khm 0.237 0.2
nds-nld nds.nld 0.316 9.4
nds-por nds.por 0.226 5.2
nds-spa nds.spa 0.209 3.9
phi-phi eng.ilo 0.588 33.7
phi-phi eng.war 0.435 12.8
pqe-pqe eng.mri 0.304 6.9
pqw-pqw eng.ilo 0.567 31.8
pqw-pqw eng.war 0.430 12.4
run-rus run.rus 0.321 17.1
run-spa run.spa 0.376 14.4
rus-tat rus.tat 0.134 0.6
sit-sit eng.mya 0.160 0.4
sla-sla bel.eng 0.596 40.6
spa-tat spa.tat 0.163 2.7
tat-tur tat.tur 0.305 7.1
tat-vie tat.vie 0.185 3.8
trk-trk aze.eng 0.279 10.3
trk-trk aze.tur 0.303 8.5
trk-trk eng.kaz 0.358 11.6
trk-trk eng.tat 0.295 9.4
trk-trk eng.tuk 0.346 8.2
trk-trk eng.uig 0.168 0.2
trk-trk eng.uzb 0.273 3.4
trk-trk tat.tur 0.398 14.6
trk-trk tur.uzb 0.345 5.6
tur-uzb tur.uzb 0.143 0.5
tut-tut aze.eng 0.277 10.0
tut-tut aze.tur 0.297 8.3
tut-tut eng.kaz 0.355 11.3
tut-tut eng.mon 0.302 8.7
tut-tut eng.tat 0.291 8.6
tut-tut eng.tuk 0.356 8.0
tut-tut eng.uig 0.173 0.2
tut-tut eng.uzb 0.274 2.6
tut-tut tat.tur 0.392 14.2
tut-tut tur.uzb 0.348 6.5
ukr-zho ukr.zho 0.090 9.1
xgn-xgn eng.mon 0.214 4.1
zle-zle bel.eng 0.562 36.7

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@ -0,0 +1,27 @@
aav-aav eng.hoc 0.010 0.1
aav-aav eng.kha 0.013 0.1
art-art epo.ile 0.143 1.0
art-art epo.lfn 0.163 0.7
art-art epo.vol 0.119 0.5
art-art ina.lfn 0.169 1.1
bat-bat eng.prg 0.107 0.3
fiu-fiu fin.fkv 0.161 1.6
gem-gem deu.swg 0.097 0.1
gem-gem eng.gos 0.098 0.5
gem-gem gos.nld 0.403 16.7
gmw-gmw deu.swg 0.154 0.3
gmw-gmw eng.gos 0.272 1.4
gmw-gmw gos.nld 0.409 15.9
inc-inc awa.eng 0.300 15.9
mkh-mkh eng.kha 0.095 0.7
pqw-pqw dtp.eng 0.135 0.9
pqw-pqw dtp.msa 0.125 0.4
sla-sla eng.orv 0.011 0.3
sla-sla orv.ukr 0.231 6.0
trk-trk eng.ota 0.024 0.0
trk-trk ota.tur 0.179 2.1
tut-tut eng.ota 0.114 1.3
tut-tut ota.tur 0.168 2.4
urj-urj fin.fkv 0.135 0.6
zle-zle eng.orv 0.138 0.3
zle-zle orv.ukr 0.175 3.1