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Benchmarks
Watermark Verification on Stable Diffusion 31
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100
Verification Accuracy (Clean)
DwtDctSvd
96.984
97.767
98.55
99.333
Nov 6, 2024
Verification Accuracy (Clean)
Robustness (Blur)
Robustness (Noise)
Robustness (JPEG Compression)
Robustness (Brightness Change)
Robustness (Rotation)
Robustness (Cropping)
Average Robustness
Updated 1mo ago
Evaluation Results
Method
Method
Links
Verification Accuracy (Clean)
Robustness (Blur)
Robustness (Noise)
Robustness (JPEG Compression)
Robustness (Brightness Change)
Robustness (Rotation)
Robustness (Cropping)
Average Robustness
DwtDctSvd
Processing Type=Post-p...
2024.11
100
97.9
70.6
75.3
51.7
43.1
51.1
70.2
StableSig
Processing Type=In-pro...
2024.11
100
56.5
73.1
98.9
97.6
65.8
100
84.5
Tree-Ring
Processing Type=In-pro...
2024.11
100
99.9
94.4
99.9
98.3
93.5
96.1
97.5
ROBIN
Processing Type=In-pro...
2024.11
100
99.9
95.4
99.9
97.5
95.7
99.4
98.3
RivaGAN
Processing Type=Post-p...
2024.11
99.9
97.4
88.8
98.1
96.3
17.3
99.9
85.4
DwtDct
Processing Type=Post-p...
2024.11
97.1
50.3
29.3
49.2
51.9
59.6
64
57.4
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