[
restart
] [
share link
] [
json
]
select language:
ace_Arab
ace_Latn
acm
acq
aeb
afr
ajp
aka
als
amh
apc
ara
ara_Latn
ars
ary
arz
asm
ast
awa
ayr
azb
aze
azj
bak
bam
ban
bel
bem
ben
bho
bjn_Arab
bjn_Latn
bod
bos
bre
bug
bul
cat
ceb
ces
cjk
ckb
cmn_Hans
cmn_Hant
crh
cym
dan
deu
dik
dyu
dzo
ell
eng
epo
est
eus
ewe
fao
fas
fij
fin
fon
fra
fry
ful
fur
fuv
gaz
gla
gle
glg
grn
guj
hat
hau
heb
hin
hne
hrv
hun
hye
ibo
ilo
ind
isl
ita
jav
jpn
kab
kac
kam
kan
kas_Arab
kas_Deva
kat
kaz
kbp
kea
khk
khm
kik
kin
kir
kmb
kmr
knc_Arab
knc_Latn
kon
kor
lao
lav
lij
lim
lin
lit
lmo
ltg
ltz
lua
lug
luo
lus
lvs
mag
mai
mal
mar
min_Arab
min_Latn
mkd
mlt
mni
mon
mos
mri
msa
mya
nep
nld
nno
nob
nor
npi
nso
nus
nya
oci
orm
ory
pag
pan
pap
pbt
pes
plt
pol
por
prs
pus
quy
ron
run
rus
sag
san
sat
scn
shn
sin
slk
slv
smo
sna
snd
som
sot
spa
sqi
srd
srp
srp_Cyrl
ssw
sun
swa
swe
swh
szl
tam
taq_Latn
taq_Tfng
tat
tel
tgk
tgl
tha
tir
tpi
tsn
tso
tuk
tum
tur
twi
tzm
uig
ukr
umb
urd
uzb
uzn
vec
vie
war
wol
xho
ydd
yid
yor
zho
zul
ace_Arab
ace_Latn
acm
acq
aeb
afr
ajp
aka
als
amh
apc
ara
ara_Latn
ars
ary
arz
asm
ast
awa
ayr
azb
azj
bak
bam
ban
bel
bem
ben
bho
bjn_Arab
bjn_Latn
bod
bos
bre
bug
bul
cat
ceb
ces
cjk
ckb
cmn_Hans
cmn_Hant
crh
cym
dan
deu
dik
dyu
dzo
ell
eng
epo
est
eus
ewe
fao
fas
fij
fin
fon
fra
ful
fur
fuv
gaz
gla
gle
glg
grn
guj
hat
hau
heb
hin
hne
hrv
hun
hye
ibo
ilo
ind
isl
ita
jav
jpn
kab
kac
kam
kan
kas_Arab
kas_Deva
kat
kaz
kbp
kea
khk
khm
kik
kin
kir
kmb
kmr
knc_Arab
knc_Latn
kon
kor
lao
lav
lij
lim
lin
lit
lmo
ltg
ltz
lua
lug
luo
lus
lvs
mag
mai
mal
mar
min_Arab
min_Latn
mkd
mlt
mni
mon
mos
mri
msa
mya
nld
nno
nob
nor
npi
nso
nus
nya
oci
orm
ory
pag
pan
pap
pbt
pes
plt
pol
por
prs
pus
quy
ron
run
rus
sag
san
sat
scn
shn
sin
slk
slv
smo
sna
snd
som
sot
spa
srd
srp
srp_Cyrl
ssw
sun
swe
swh
szl
tam
taq_Latn
taq_Tfng
tat
tel
tgk
tgl
tha
tir
tpi
tsn
tso
tuk
tum
tur
twi
tzm
uig
ukr
umb
urd
uzb
uzn
vec
vie
war
wol
xho
ydd
yid
yor
zho
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
]
Highlighting colors:
[model score] [
model type
] [
model size
] [
model diff
]
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
]
exclude scores of user-contributed translations
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