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Subtitle Translation on MuSC en⇒zh 1.0 (test)

92.4AccuracyGPT-5
45.0857.36569.6581.935Feb 1, 2026

Evaluation results

MethodLinks
GPT-5Training=ICL (R)2026.0292.48771.1
Qwen-MaxTraining=ICL (C)2026.0291.984.461.3
DeepSeek-V3.1Training=ICL (C)2026.0291.285.363.5
Qwen2.5-14BTraining=ALPO2026.0290.684.376.6
DeepSeek-R1Training=ICL (R)2026.0290.585.770.8
GPT-4oTraining=ICL (C)2026.0289.382.359.8
Qwen2.5-14BTraining=SFT2026.0286.48259.1
Google TranslateTraining=ST2026.0284.279.754.4
Gold ReferenceTraining=Human2026.0283.682.671.5
NLLB-3.3BTraining=ST2026.0261.45443.7
MADLAD-10BTraining=ST2026.0259.755.546.3
VideoDubberTraining=ST2026.0246.951.949.7