[
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
Models:
[
all models
] [OPUS-MT] [
external
] [
compare
]
Benchmark:
[
all benchmarks
] average score
Evaluation metric:
[
bleu
] spbleu [
chrf
][
chrf++
][
comet
]
Highlighting colors:
[
model score
] [model type] [
model size
]
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 (averaged over testsets)
ID
spbleu
Model
Size
Link
38
47.250
eng-fra/opus...2022-03-09
230.7M
zip-file
37
46.105
gem-fra+ita+...2024-08-17
234.6M
zip-file
36
46.079
deu+eng+fra+...2024-05-30
222.9M
zip-file
35
46.055
eng-fra/opus-2021-02-22
77.5M
zip-file
34
45.989
deu+eng+fra+...2024-05-30
222.9M
zip-file
33
45.884
gmw-deu+eng+...2024-05-30
225.5M
zip-file
32
45.865
eng-fra/opus-2021-02-19
77.5M
zip-file
31
45.811
gmw-fra+ita+...2024-08-17
234.1M
zip-file
30
45.520
eng-fra/opus-2021-02-15
77.5M
zip-file
29
45.205
gem-deu+eng+...2024-05-30
226.4M
zip-file
28
43.063
deu+eng+fra+...2024-05-30
231M
zip-file
27
42.089
ine-deu+eng+...2024-05-30
230.5M
zip-file
26
41.095
eng-roa/opus-2020-06-28
72.6M
zip-file
25
41.000
eng-deu+eng+...2021-02-22
75.8M
zip-file
24
40.460
eng-roa/opus2m-2020-08-01
73.2M
zip-file
23
40.010
eng-itc/opus2m-2020-08-01
73.5M
zip-file
22
39.879
mul-deu+eng+...2024-05-30
235.1M
zip-file
21
39.875
eng-roa/opus-2020-07-27
73.2M
zip-file
20
39.680
eng-roa/opus-2020-07-20
73.2M
zip-file
19
39.475
eng-itc/opus-2020-07-27
73.5M
zip-file
18
39.380
eng-itc/opus-2020-07-20
73.5M
zip-file
17
39.205
eng-itc/opus-2020-07-14
73.5M
zip-file
16
39.180
eng-roa/opus-2020-07-14
73.2M
zip-file
15
38.605
deu+eng+fin+...2021-02-22
66.2M
zip-file
14
38.168
deu+eng+fra+...2024-05-30
240.9M
zip-file
13
37.265
eng-roa/opus...2021-04-10
71.7M
zip-file
12
37.115
eng-roa/opus...2021-03-23
72.4M
zip-file
11
36.280
eng-itc/opus...2021-04-10
71.9M
zip-file
10
36.110
eng-roa/opus...2021-03-24
72M
zip-file
9
35.974
mul-mul/opus...2024-08-17
247.8M
zip-file
8
34.030
eng-ine/opus2m-2020-08-01
75.5M
zip-file
7
33.615
eng-ine/opus-2020-07-27
75.5M
zip-file
6
33.350
eng-ine/opus-2020-07-19
75.5M
zip-file
5
32.785
eng-ine/opus-2020-07-14
75.5M
zip-file
4
28.445
eng-mul/opus2m-2020-08-01
77M
zip-file
3
27.430
eng-mul/opus-2020-07-27
77M
zip-file
2
26.750
eng-mul/opus-2020-07-20
77M
zip-file
1
25.200
eng-mul/opus-2020-07-14
77M
zip-file
0
24.911
tatoeba-lowe...2020-06-15
61.3M
zip-file