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Subtitle Translation on MuSC en⇒fr 1.0 (test)

94.9AccuracyDeepSeek-V3.1
46.33258.94171.5584.159Feb 1, 2026

Evaluation results

MethodLinks
DeepSeek-V3.1Training=ICL (C)2026.0294.990.772.3
Qwen-MaxTraining=ICL (C)2026.0294.189.971.6
Qwen2.5-14BTraining=ALPO2026.0294.189.278.8
DeepSeek-R1Training=ICL (R)2026.0293.69073.4
GPT-4oTraining=ICL (C)2026.0293.288.869.5
GPT-5Training=ICL (R)2026.0292.290.475.8
Google TranslateTraining=ST2026.0291.984.864.3
Qwen2.5-14BTraining=SFT2026.0286.285.467.7
Gold ReferenceTraining=Human2026.0283.58574.8
NLLB-3.3BTraining=ST2026.0276.974.661.8
MADLAD-10BTraining=ST2026.0273.667.857.4
VideoDubberTraining=ST2026.0248.247.348.5