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Subtitle Translation on MuSC zh⇒th 1.0 (test)

91.9AccuracyQwen2.5-14B
31.78847.3946378.606Feb 1, 2026

Evaluation results

MethodLinks
Qwen2.5-14BTraining=ALPO2026.0291.984.774.2
Qwen-MaxTraining=ICL (C)2026.0291.385.869.1
DeepSeek-V3.1Training=ICL (C)2026.0289.984.667.1
GPT-5Training=ICL (R)2026.0288.783.973
GPT-4oTraining=ICL (C)2026.028884.467.9
DeepSeek-R1Training=ICL (R)2026.0287.68471
Qwen2.5-14BTraining=SFT2026.0287.382.666
Gold ReferenceTraining=Human2026.0276.675.166.3
Google TranslateTraining=ST2026.0255.256.254.5
MADLAD-10BTraining=ST2026.0247.950.851
NLLB-3.3BTraining=ST2026.0242.633.940.5
VideoDubberTraining=ST2026.0234.134.941.5