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Document-level Machine Translation on EN-ZH standard (test)

23BLEUL2-C-7B
0.126.061217.94Jan 20, 2026

Evaluation results

MethodLinks
L2-C-7BCategory=Chat Models2026.0123232223222320
L2-C-70BCategory=Chat Models2026.0122172322232221
NLLB-54BCategory=NMT Baselines2026.0121202018191913
NLLB-600MCategory=NMT Baselines2026.0120191919181811
DS-671BCategory=Reasoning2026.0120152121202022
NLLB-3.3BCategory=NMT Baselines2026.0119181816171715
DS-Qwen-7BCategory=Reasoning2026.0118141717151616
Llama2-7BCategory=Pre-trained LLMs2026.011716151516158
mBART-50Category=NMT Baselines2026.0116151613141417
DS-Llama-8BCategory=Reasoning2026.0115131414131218
L3-C-8BCategory=Chat Models2026.0114121311111112
Llama3-8BCategory=Pre-trained LLMs2026.0113111210101010
Q2.5-C-7BCategory=Chat Models2026.0111889899
Q3-R-8BCategory=Reasoning2026.0110101112121319
Llama2-70BCategory=Pre-trained LLMs2026.019777787
Q3-C-8BCategory=Chat Models2026.018666665
L3-C-70BCategory=Chat Models2026.017955532
MiniCPMCategory=Reasoning2026.01691089714
Qwen2.5-7BCategory=Pre-trained LLMs2026.015544451
Llama3-70BCategory=Pre-trained LLMs2026.014433344
Q2.5-C-72BCategory=Chat Models2026.013322226
Qwen2.5-72BCategory=Pre-trained LLMs2026.011111113