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Benchmarks
Video Stylization on Human Preference
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82.6
Style Similarity
EchoStyle
36.84
48.72
60.6
72.48
Jun 24, 2026
Style Similarity
Style Consistency
Content Preservation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Style Similarity
Style Consistency
Content Preservation
EchoStyle
2026.06
82.6
87
86
Kling-O1
2026.06
81.5
85.3
83.3
Seedance2.0
Version=2.0
2026.06
79.2
82.1
88.9
AnyV2V
2026.06
49
76.8
79
VACE-Depth
Guidance=Depth
2026.06
48.9
77.9
85
VACE-Flow
Guidance=Flow
2026.06
47.2
76.5
85.5
Runway
2026.06
38.6
84.9
84.4
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