Machine Translation (xx -> zh) on FLORES+ (latest test) benchmark leaderboard · SOTA2 Research

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

36.08spBLEUGoogle Translate

Evaluation Results

Method	Links
Google Translate2026.02		36.08	88.24
Gemini 3 Pro2026.02		33.81	88.13
GemmaX2-28-9B2026.02		33.77	87.4
Tower-Plus-9B2026.02		33.25	88.06
MiLMMT-46-12B2026.02		33.16	88.17
Gemini 2.5 Pro2026.02		33.07	88.01
MiLMMT-46-12B2026.02		33.06	87.94
Seed-X-Instruct-7B2026.02		32.51	87.75
MiLMMT-46-12B2026.02		32.44	87.7
MiLMMT-46-12B2026.02		32.23	87.72
MiLMMT-46-12B2026.02		32.03	87.55
MiLMMT-46-4B2026.02		31.87	87.75
MiLMMT-46-4B2026.02		31.71	87.5
GPT-52026.02		31.34	87.66
MiLMMT-46-4B2026.02		30.96	87.19
MiLMMT-46-4B2026.02		30.76	87.21
GemmaX2-28-2B2026.02		30.6	86.43
MiLMMT-46-4B2026.02		30.53	87.02
Tower-Plus-2B2026.02		29.53	86.97
Seed-X-PPO-7B2026.02		29.2	88.01
MiLMMT-46-1B2026.02		28.31	86.47
MiLMMT-46-1B2026.02		26.94	85.63
MiLMMT-46-1B2026.02		26.76	85.69
TranslateGemma-12B2026.02		26.75	87.17
MiLMMT-46-1B2026.02		26.42	85.45
HY-MT1.5-7B2026.02		23.59	86.85
TranslateGemma-4B2026.02		23.37	85.75
Hunyuan-MT-7B2026.02		22.98	86.72
HY-MT1.5-1.8B2026.02		22.61	86
NLLB-54.5B2026.02		20.72	80.64