[
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
afr
ajp
aka
amh
apc
ara
ary
arz
asm
ast
awa
aze_Latn
bak
bam
ban
bel
bem
ben
ber
bho
bod
bre
bug
bul
cat
ceb
ces
cjk
ckb
cmn_Hans
cmn_Hant
cor
crh
cym
dan
deu
dik
din
div
dyu
dzo
ell
eng
epo
est
eus
ewe
fao
fas
fij
fil
fin
fon
fra
fuc
fur
gcf
gla
gle
glg
grn
guj
hat
hau
hbs
heb
hin
hmn
hne
hrv
hun
hye
ibo
ido
ile
ilo
ind
isl
ita
jav
jbo
jpn
jpn_Hani
jpn_Hira
kab
kac
kam
kan
kas_Arab
kas_Deva
kat
kau
kaz
kbp
kea
khm
kik
kin
kmb
kmr
kon
lao
lat
lav
lfn_Latn
lij
lim
lin
lit
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
npi
nso
nus
nya
oci
orm
pag
pan
pap
pcd
pes
plt
pol
por
prs
pus
ron
run
rus
sag
san
sat
scn
shi
shn
sin
slk
slv
smo
sna
snd_Arab
som
sot
spa
sqi
srd
srp_Cyrl
srp_Latn
ssw
sun
swa
swe
swh
szl
tah
tam
tat
tel
tgk
tgk_Cyrl
tgl
tha
tir
tlh
tlh_Latn
toki
toki_Latn
ton
tpi
tsn
tso
tuk
tum
tur
twi
uig
uig_Arab
ukr
umb
urd
vec
ven
vie
war
wol
wuu
xho
yid
yor
yue
zsm
zul
[
swap
] [
compare scores
] [
compare models
] [
map
] [
release history
] [
uploads
]
OPUS-MT Dashboard
Language pair:
fra-eng
Models:
[all models] [
OPUS-MT
] [
external
] [
contributed
] [
compare
]
Benchmark:
[
all benchmarks
] average score
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 (averaged over testsets)
ID
chrf
Model
Size
Link
57
0.701
nllb-200-54.5B
?
URL
56
0.647
roa-eng/opus...2024-08-17
233.3M
zip-file
55
0.647
fra-eng/opus...2022-03-09
230.7M
zip-file
54
0.645
facebook/nllb-200-3.3B
3379.2M
URL
53
0.642
facebook/nllb-200-1.3B
1331.2M
URL
52
0.642
roa-deu+eng+...2024-05-30
222.7M
zip-file
51
0.641
facebook/nll...illed-1.3B
1331.2M
URL
50
0.640
itc-deu+eng+...2024-08-18
234M
zip-file
49
0.639
fr-en/opus-2019-12-05
77M
zip-file
48
0.638
deu+eng+fra+...2024-05-30
225.7M
zip-file
47
0.638
fr-en/opus-2020-02-26
74.7M
zip-file
46
0.637
fra-eng/opus-2021-02-22
77.5M
zip-file
45
0.636
fr+fr_BE+fr_...2020-04-01
77.5M
zip-file
44
0.636
itc-gmw/opus...2022-08-23
234.4M
zip-file
43
0.636
fra-eng/opus-2021-02-19
77.5M
zip-file
42
0.635
fra-eng/opus...2021-04-30
77.5M
zip-file
41
0.634
fra-eng/opus-2021-02-16
77.5M
zip-file
40
0.634
deu+eng+fra+...2024-05-30
226.6M
zip-file
39
0.629
fr+fr_BE+fr_...2020-03-26
77.5M
zip-file
38
0.624
facebook/nll...illed-600M
600M
URL
37
0.618
facebook/m2m100_1.2B
1331.2M
URL
36
0.613
en+fr-en+fr/...2019-12-04
66.4M
zip-file
35
0.612
roa-eng/opus-2020-06-28
72.5M
zip-file
34
0.611
roa-eng/opus2m-2020-08-01
73.3M
zip-file
33
0.611
roa-eng/opus4m-2020-08-12
73.3M
zip-file
32
0.608
deu+eng+fin+...2021-02-22
75.8M
zip-file
31
0.607
itc-eng/opus4m-2020-08-12
73.4M
zip-file
30
0.607
itc-deu+eng+...2024-05-30
222.8M
zip-file
29
0.607
roa-eng/opus-2020-07-27
73.3M
zip-file
28
0.607
itc-eng/opus2m-2020-08-01
73.4M
zip-file
27
0.605
roa-eng/opus...2021-05-01
73M
zip-file
26
0.605
itc-eng/opus-2020-07-27
73.4M
zip-file
25
0.604
itc-eng/opus-2020-07-19
73.4M
zip-file
24
0.603
itc-eng/opus-2020-07-14
73.4M
zip-file
23
0.602
ine-eng/opus...2024-08-17
235.7M
zip-file
22
0.600
ine-deu+eng+...2024-08-18
232.9M
zip-file
21
0.597
ine-deu+eng+...2024-05-30
230.5M
zip-file
20
0.595
deu+eng+fin+...2021-02-22
66.2M
zip-file
19
0.591
facebook/m2m100_418M
418M
URL
18
0.590
ine-eng/opus4m-2020-08-12
75.4M
zip-file
17
0.589
deu+eng+fra+...2024-05-30
231M
zip-file
16
0.589
mul-deu+eng+...2024-08-18
236.3M
zip-file
15
0.588
mul-eng/opus...2024-08-17
237.2M
zip-file
14
0.587
ine-eng/opus2m-2020-08-01
75.4M
zip-file
13
0.585
ine-eng/opus-2020-07-26
75.4M
zip-file
12
0.585
ine-eng/opus-2020-07-19
75.4M
zip-file
11
0.582
ine-eng/opus-2020-07-14
75.4M
zip-file
10
0.579
mul-deu+eng+...2024-05-30
235.1M
zip-file
9
0.576
mul-mul/opus...2024-08-17
247.8M
zip-file
8
0.562
deu+eng+fra+...2024-05-30
240.9M
zip-file
7
0.554
mul-eng/opus2m-2020-08-12
77.1M
zip-file
6
0.553
mul-eng/opus-2020-07-20
77.1M
zip-file
5
0.548
mul-eng/opus-2020-07-14
77.1M
zip-file
4
0.519
ine-ine/opus-2020-07-27
66.1M
zip-file
3
0.508
ine-ine/opus-2020-07-21
66.1M
zip-file
2
0.508
tatoeba-zero...2020-06-21
63M
zip-file
1
0.507
tatoeba-zero...2020-06-19
63M
zip-file
0
0.492
tatoeba-lowe...2020-06-15
61.3M
zip-file