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Video Outpainting on VACE-Benchmark
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58.86
Aesthetic Quality
VDOT
53.0776
54.5788
56.08
57.5812
Dec 7, 2025
Dec 25, 2025
Jan 12, 2026
Jan 30, 2026
Feb 17, 2026
Mar 7, 2026
Mar 25, 2026
Aesthetic Quality
Background Consistency
Dynamic Degree
Imaging Quality
Motion Smoothness
Subject Consistency
Normalized Average
Updated 23d ago
Evaluation Results
Method
Method
Links
Aesthetic Quality
Background Consistency
Dynamic Degree
Imaging Quality
Motion Smoothness
Subject Consistency
Normalized Average
VDOT
Base Model=Wan-14B, #N...
2025.12
58.86
96.84
50
69.18
99
95.48
78.23
VACE
Base Model=Wan-14B, #N...
2025.12
58.53
96.83
40
68.55
99.03
95.34
76.38
VACE
2026.03
57
96.6
30
69.5
99.2
94.5
74.5
VACE
Base Model=LTX-0.9B, #...
2025.12
56.98
96.47
45
69.39
99.17
95.5
77.08
AVControl
2026.03
56.1
96.7
45
68.3
99.4
95.4
76.8
Follow-Your-Canvas
2026.03
53.3
96
5
69.5
98.1
95.4
69.5
M3DDM
2026.03
53.3
95.9
30
65.1
99.2
93.7
72.9
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