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Machine Translation (xx -> zh) on FLORES+ (latest test)

36.08spBLEUGoogle Translate
20.105624.252828.432.5472Feb 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Google TranslateLanguage Coverage=46 languages2026.0236.0888.24
Gemini 3 ProLanguage Coverage=46 languages2026.0233.8188.13
GemmaX2-28-9BLanguage Coverage=28 languages2026.0233.7787.4
Tower-Plus-9BLanguage Coverage=21 languages2026.0233.2588.06
MiLMMT-46-12BLanguage Coverage=21 languages2026.0233.1688.17
Gemini 2.5 ProLanguage Coverage=46 languages2026.0233.0788.01
MiLMMT-46-12BLanguage Coverage=26 languages2026.0233.0687.94
Seed-X-Instruct-7BLanguage Coverage=26 languages2026.0232.5187.75
MiLMMT-46-12BLanguage Coverage=46 languages2026.0232.4487.7
MiLMMT-46-12BLanguage Coverage=31 languages2026.0232.2387.72
MiLMMT-46-12BLanguage Coverage=28 languages2026.0232.0387.55
MiLMMT-46-4BLanguage Coverage=21 languages2026.0231.8787.75
MiLMMT-46-4BLanguage Coverage=26 languages2026.0231.7187.5
GPT-5Language Coverage=46 languages2026.0231.3487.66
MiLMMT-46-4BLanguage Coverage=46 languages2026.0230.9687.19
MiLMMT-46-4BLanguage Coverage=31 languages2026.0230.7687.21
GemmaX2-28-2BLanguage Coverage=28 languages2026.0230.686.43
MiLMMT-46-4BLanguage Coverage=28 languages2026.0230.5387.02
Tower-Plus-2BLanguage Coverage=21 languages2026.0229.5386.97
Seed-X-PPO-7BLanguage Coverage=26 languages2026.0229.288.01
MiLMMT-46-1BLanguage Coverage=21 languages2026.0228.3186.47
MiLMMT-46-1BLanguage Coverage=46 languages2026.0226.9485.63
MiLMMT-46-1BLanguage Coverage=31 languages2026.0226.7685.69
TranslateGemma-12BLanguage Coverage=46 languages2026.0226.7587.17
MiLMMT-46-1BLanguage Coverage=28 languages2026.0226.4285.45
HY-MT1.5-7BLanguage Coverage=31 languages2026.0223.5986.85
TranslateGemma-4BLanguage Coverage=46 languages2026.0223.3785.75
Hunyuan-MT-7BLanguage Coverage=31 languages2026.0222.9886.72
HY-MT1.5-1.8BLanguage Coverage=31 languages2026.0222.6186
NLLB-54.5BLanguage Coverage=46 languages2026.0220.7280.64