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Benchmarks
Object-centric structural video control on BEHAVE
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95.8
Containment
VACE
40.16
54.605
69.05
83.495
Jun 17, 2026
Containment
GOW
GMFA
RMC
Trajectory Error
Occlusion Accuracy
Quality Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Containment
GOW
GMFA
RMC
Trajectory Error
Occlusion Accuracy
Quality Score
VACE
Input=2D Boxes, Finetu...
2026.06
95.8
48.2
23.8
41.2
14.9
49.7
69.3
LCV
Input=Rendered 3D Boxe...
2026.06
88.6
95.6
6.2
20.7
5.8
90.2
75
VACE
Input=2D Flow, Finetun...
2026.06
63.8
84.7
9.8
31.8
7.6
78.5
75.8
VACE
Input=2D Flow, Finetun...
2026.06
57.2
86.3
12.1
34.1
8.9
74.8
75.1
Control-free
Input=GT First + Last,...
2026.06
42.3
46.9
61.1
49
54.8
48.6
76.2
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