[
restart
] [
share link
] [
json
]
select language:
acm
afr
ajp
aka
amh
ang
apc
ara
ara_Latn
arq
ary
arz
asm
ast
awa
aze
aze_Latn
bak
bam
ban
bel
bem
ben
ber
ber_Latn
bho
bod
bos
bos_Latn
bre
bua
bug
bul
cat
cbk
ceb
ces
cha
chm
chv
cjk
ckb
cmn_Hans
cmn_Hant
cor
crh
cym
dan
deu
dik
din
div
dsb
dtp
dyu
dzo
egl
ell
eng
epo
est
eus
ewe
fao
fas
fij
fil
fin
fkv
fon
fra
frr
fry
fuc
ful
fur
fuv
gcf
gla
gle
glg
gos
got
grc
grn
gsw
guj
hat
hau
hbs
heb
hin
hmn
hne
hoc
hoc_Latn
hrv
hrx
hsb
hun
hye
ibo
ido
ido_Latn
iku
ile
ile_Latn
ilo
ina
ina_Latn
ind
isl
ita
jav
jbo
jbo_Latn
jpn
jpn_Hani
jpn_Hira
jpn_Kana
kab
kac
kam
kan
kas_Arab
kas_Deva
kat
kau
kaz
kaz_Cyrl
kbp
kea
kha
khm
kik
kin
kir
kmb
kmr
kon
kor
kor_Hang
kur
kur_Latn
lad
lad_Latn
lao
lat
lat_Latn
lav
lfn_Cyrl
lfn
lfn_Latn
lij
lim
lin
lit
liv
lmo
ltg
ltz
lua
lug
luo
lus
mag
mai
mal
mar
mkd
mlg
mlt
mni
mon
mos
mri
msa
mya
nde
nds
nep
nld
nno
nob
nor
nov
npi
nso
nst
nus
nya
oci
orm
orv
ota_Arab
ota
ota_Latn
pag
pam
pan
pap
pcd
pes
plt
pmn
pms
pol
por
prg
prs
pus
que
rom
ron
run
rus
sag
san
sat
scn
shi
shn
sin
slk
slv
smo
sna
snd_Arab
snd
som
sot
spa
sqi
srd
srp
srp_Cyrl
srp_Latn
ssw
sun
swa
swe
swg
swh
szl
tah
tam
tat
tel
tgk_Cyrl
tgk
tgl
tha
tir
tlh
tlh_Latn
toki
toki_Latn
ton
tpi
tsn
tso
tuk
tuk_Latn
tum
tur
twi
tzl
tzl_Latn
uig_Arab
uig
ukr
umb
urd
uzb
uzb_Latn
vec
ven
vie
vol
war
wol
wuu
xal
xho
yid
yor
yue
yue_Hans
yue_Hant
zho
zho_Hans
zho_Hant
zsm
zsm_Latn
zul
zza
acm
acq
aeb
afr
ajp
aka
als
amh
ang
apc
ara
ara_Latn
arq
ars
ary
arz
asm
ast
awa
azb
aze
aze_Latn
azj
bak
bam
ban
bel
bem
ben
ber
bho
bod
bos
bos_Latn
bre
bug
bul
cat
cbk
ceb
ces
cha
chv
cjk
ckb
cmn_Hans
cmn_Hant
cor
crh
cym
dan
deu
dik
din
div
dtp
dyu
dzo
ell
eng
epo
est
eus
ewe
fao
fas
fij
fil
fin
fon
fra
fry
fuc
ful
fur
fuv
gla
gle
glg
gos
got
grc
grn
gsw
guj
hat
hau
hbs
heb
hin
hmn
hne
hoc
hoc_Latn
hrv
hrx
hun
hye
ibo
ido
ido_Latn
iku
ile
ilo
ina
ind
isl
ita
jav
jbo
jbo_Latn
jpn
jpn_Hani
jpn_Hira
jpn_Kana
kab
kac
kam
kan
kas_Arab
kas_Deva
kat
kau
kaz
kaz_Cyrl
kbp
kea
kha
khm
kik
kin
kir
kmb
kmr
kon
kor
kur
kur_Latn
kzj
lad
lad_Latn
lao
lat
lav
lfn
lfn_Cyrl
lfn_Latn
lij
lim
lin
lit
liv
lmo
ltg
ltz
lua
lug
luo
lus
mag
mai
mal
mar
mkd
mlg
mlt
mni
mon
mos
mri
msa
mya
nde
nds
nep
nld
nno
nob
nor
nov
npi
nso
nst
nus
nya
oci
orm
orv
ory
ota
ota_Arab
ota_Latn
pag
pam
pan
pap
pbt
pes
plt
pmn
pms
pol
por
prg
prs
pus
rom
ron
run
rus
sag
san
sat
scn
shi
shn
sin
slk
slv
smo
sna
snd
snd_Arab
som
sot
spa
sqi
srd
srp
srp_Cyrl
srp_Latn
ssw
sun
swa
swe
swh
szl
tah
tam
tat
tel
tgk
tgk_Cyrl
tgl
tha
tir
tlh
toki
ton
tpi
tsn
tso
tuk
tuk_Latn
tum
tur
twi
tzl
tzl_Latn
uig
uig_Arab
ukr
umb
urd
uzb
uzb_Latn
uzn
vec
ven
vie
vol
war
wol
xal
xho
ydd
yid
yor
yue
yue_Hans
yue_Hant
zho
zho_Hans
zho_Hant
zsm
zsm_Latn
zul
zza
[
swap
] [
compare scores
] [
compare models
] [
map
] [
release history
] [
uploads
]
OPUS-MT Dashboard
Language pair:
eng-fra [
all languages
]
Models:
[all models] [
OPUS-MT
] [
external
] [
compare
]
Benchmark:
[
all benchmarks
] [
average score
] newstest2014
Evaluation metric:
[
bleu
][
spbleu
][
chrf
] chrf++ [
comet
]
Chart Type:
[
barchart
][
scatterplot
] [
size
] [type]
orange = OPUS-MT, blue = Tatoeba-MT models, red = HPLT-MT models
green = student models, grey = external models, purple = user-contributed
render chart with [gd] [
plotly
]
Model Scores (chrf++ scores on the "newstest2014" testset)
ID
chrf++
Output
Model
Size
Link
45
0.645
show
eng-fra/opus...2022-03-09
230.7M
zip-file
44
0.638
show
gem-fra+ita+...2024-08-17
234.6M
zip-file
43
0.638
show
facebook/nllb-200-3.3B
3379.2M
URL
42
0.637
show
facebook/nll...illed-1.3B
1331.2M
URL
41
0.637
show
gmw-fra+ita+...2024-08-17
234.1M
zip-file
40
0.636
show
deu+eng+fra+...2024-05-30
222.9M
zip-file
39
0.636
show
deu+eng+fra+...2024-05-30
222.9M
zip-file
38
0.635
show
gmw-deu+eng+...2024-05-30
225.5M
zip-file
37
0.634
show
facebook/nllb-200-1.3B
1331.2M
URL
36
0.634
show
eng-fra/opus-2021-02-22
77.5M
zip-file
35
0.631
show
eng-fra/opus-2021-02-19
77.5M
zip-file
34
0.630
show
gem-deu+eng+...2024-05-30
226.4M
zip-file
33
0.629
show
eng-fra/opus-2021-02-15
77.5M
zip-file
32
0.623
show
ine-deu+eng+...2024-05-30
230.5M
zip-file
31
0.622
show
facebook/nll...illed-600M
600M
URL
30
0.613
show
deu+eng+fra+...2024-05-30
231M
zip-file
29
0.611
show
facebook/m2m100_1.2B
1331.2M
URL
28
0.607
show
mul-deu+eng+...2024-05-30
235.1M
zip-file
27
0.597
show
eng-deu+eng+...2021-02-22
75.8M
zip-file
26
0.596
show
eng-roa/opus-2020-06-28
72.6M
zip-file
25
0.593
show
eng-roa/opus2m-2020-08-01
73.2M
zip-file
24
0.589
show
eng-roa/opus-2020-07-27
73.2M
zip-file
23
0.589
show
eng-itc/opus2m-2020-08-01
73.5M
zip-file
22
0.588
show
eng-roa/opus-2020-07-20
73.2M
zip-file
21
0.587
show
eng-itc/opus-2020-07-27
73.5M
zip-file
20
0.586
show
eng-itc/opus-2020-07-20
73.5M
zip-file
19
0.584
show
eng-roa/opus-2020-07-14
73.2M
zip-file
18
0.584
show
eng-itc/opus-2020-07-14
73.5M
zip-file
17
0.581
show
deu+eng+fin+...2021-02-22
66.2M
zip-file
16
0.578
show
deu+eng+fra+...2024-05-30
240.9M
zip-file
15
0.577
show
facebook/m2m100_418M
418M
URL
14
0.570
show
eng-roa/opus...2021-04-10
71.7M
zip-file
13
0.570
show
eng-roa/opus...2021-03-23
72.4M
zip-file
12
0.565
show
mul-mul/opus...2024-08-17
247.8M
zip-file
11
0.563
show
eng-itc/opus...2021-04-10
71.9M
zip-file
10
0.562
show
eng-roa/opus...2021-03-24
72M
zip-file
9
0.554
show
eng-ine/opus2m-2020-08-01
75.5M
zip-file
8
0.549
show
eng-ine/opus-2020-07-27
75.5M
zip-file
7
0.547
show
eng-ine/opus-2020-07-19
75.5M
zip-file
6
0.543
show
eng-ine/opus-2020-07-14
75.5M
zip-file
5
0.517
show
eng-mul/opus2m-2020-08-01
77M
zip-file
4
0.511
show
eng-mul/opus-2020-07-27
77M
zip-file
3
0.506
show
eng-mul/opus-2020-07-20
77M
zip-file
2
0.496
show
eng-mul/opus-2020-07-14
77M
zip-file
1
0.474
show
tatoeba-lowe...2020-06-15
61.3M
zip-file
0
0.202
show
JamesH/Trans...fr_project
?
URL