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Benchmarks
Movie Dubbing on Chem2V2C zero-shot
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0
DD (Synchronization)
GT
-0.023492
0.135079
0.29365
0.452221
Dec 19, 2025
DD (Synchronization)
EMO-SIM (Emotion Similarity)
WER (Word Error Rate)
UTMOS (Overall Quality)
Updated 4d ago
Evaluation Results
Method
Method
Links
DD (Synchronization)
EMO-SIM (Emotion Similarity)
WER (Word Error Rate)
UTMOS (Overall Quality)
GT
Setting=Ground Truth
2025.12
0
100
25.55
2.26
InstructDubber
Setting=Zero-shot
2025.12
0.5583
66.57
12.6
3.07
StyleDubber
Setting=Zero-shot
2025.12
0.5627
58.54
25.43
1.95
ProDubber
Setting=Zero-shot
2025.12
0.565
65.98
14.33
2.91
DeepDubber*
Setting=Zero-shot, Not...
2025.12
0.5756
56.42
35.88
2.03
Speak2Dub
Setting=Zero-shot
2025.12
0.5873
59.72
23.78
2.74
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