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Benchmarks
3D Motion Generation on User Study (Human Evaluation)
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69.5
Appearance Preservation Preference
MSD
8.66
24.455
40.25
56.045
Dec 5, 2025
Dec 6, 2025
Dec 8, 2025
Dec 9, 2025
Dec 11, 2025
Dec 12, 2025
Dec 14, 2025
Appearance Preservation Preference
Overall Quality Preference
Motion Dynamism Preference
Motion Text Alignment Preference
Motion Realism Preference
Updated 4d ago
Evaluation Results
Method
Method
Links
Appearance Preservation Preference
Overall Quality Preference
Motion Dynamism Preference
Motion Text Alignment Preference
Motion Realism Preference
MSD
2025.12
69.5
65.9
75.5
55.3
70.1
Track4DGen
2025.12
68.8
-
74.6
71.4
77.4
Animate3D
2025.12
68.2
-
72.6
70
75.6
DG4D
2025.12
65.4
-
67.4
67.6
74.6
TC4D
2025.12
19.5
20.7
10.3
36.5
19.2
AYG
2025.12
11
13.4
14.2
7.1
9.7
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