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Scribble-guided Video Generation on UVCBench FirstFrame
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58.26
Aesthetic Quality
VACE
55.036
55.873
56.71
57.547
Dec 7, 2025
Aesthetic Quality
Background Consistency
Dynamic Degree
Imaging Quality
Motion Smoothness
Subject Consistency
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Aesthetic Quality
Background Consistency
Dynamic Degree
Imaging Quality
Motion Smoothness
Subject Consistency
Average Score
VACE
Base Model=Wan-14B, #N...
2025.12
58.26
96.78
50
66.91
98.91
94.89
77.63
VDOT
Base Model=Wan-14B, #N...
2025.12
57.54
96.64
50
68.23
98.97
94.94
77.72
VACE
Base Model=LTX-0.9B, #...
2025.12
55.16
96.57
35
66.52
99.05
94.36
74.44
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