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Benchmarks
Grey-guided Video Generation on UVCBench Reference
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72
Aesthetic Quality
VACE
57.4816
61.2508
65.02
68.7892
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
72
97.6
30
64.43
98.75
97.45
76.7
VDOT
Base Model=Wan-14B, #N...
2025.12
71.98
97.66
30
64.52
98.81
97.48
76.74
VACE
Base Model=LTX-0.9B, #...
2025.12
58.04
95.46
25
60.91
99.06
95.68
72.35
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