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Benchmarks
Video Watermarking Visual Quality on WebVid 10M
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361.3
FVD
SKeDA
358.308
378.504
398.7
418.896
Feb 27, 2026
FVD
CLIP Score
Video Quality Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
FVD
CLIP Score
Video Quality Score
SKeDA
backbone=Stable Diffus...
2026.02
361.3
0.3345
78.98
Video Seal
2026.02
365.1
0.3302
77.99
REVMark
mode=frame-by-frame
2026.02
369.3
0.3287
78.84
WAM
mode=frame-by-frame
2026.02
379.2
0.3146
78.46
DVMark
mode=frame-by-frame
2026.02
382.8
0.3274
77.42
HiDDeN
mode=frame-by-frame
2026.02
436.1
0.3077
74.36
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