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Pose-guided Video Generation on UVCBench FirstFrame
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66.66
Aesthetic Quality
VACE
64.6736
65.1893
65.705
66.2207
Dec 7, 2025
Aesthetic Quality
Background Consistency
Dynamic Degree
Imaging Quality
Motion Smoothness
Subject Consistency
Normalized Average
Updated 1mo ago
Evaluation Results
Method
Method
Links
Aesthetic Quality
Background Consistency
Dynamic Degree
Imaging Quality
Motion Smoothness
Subject Consistency
Normalized Average
VACE
Base Model=Wan-14B, #N...
2025.12
66.66
95.91
40
66.99
98.94
94.7
77.19
VDOT
Base Model=Wan-14B, #N...
2025.12
66.26
96.2
30
68.63
99.08
94.22
75.73
VACE
Base Model=LTX-0.9B, #...
2025.12
64.75
96.29
15
63.9
99.13
94.63
72.28
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