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Benchmarks
Watermarking on SA-1b 1.0
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100
Bit Accuracy
HiDDeN
98.96
99.23
99.5
99.77
Jul 6, 2026
Bit Accuracy
SSIM
LPIPS
PSNR
Mask Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Bit Accuracy
SSIM
LPIPS
PSNR
Mask Accuracy
HiDDeN
Bit Len.=32
2026.07
100
92.7
0.229
30.36
-
CIN
Bit Len.=128
2026.07
100
99.7
0.019
44.9
-
TrustMark
Bit Len.=100
2026.07
100
99.5
0.002
42.09
-
WAM
Bit Len.=32
2026.07
100
98.9
0.031
39.86
98
MaskWM
Bit Len.=128
2026.07
100
98.3
0.022
43.19
100
FlowMark
Bit Len.=128
2026.07
100
99.9
0.002
49.08
95
MBRS
Bit Len.=128
2026.07
99
99.7
0.003
45.6
-
VideoSeal
Bit Len.=96
2026.07
99
99.9
0.009
47.39
-
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