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Benchmarks
Watermark Extraction on Digital Distortions (test)
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1
Identity Score
ZBW
0.95
0.975
1
1.025
Feb 21, 2026
Identity Score
Robustness - Rotation (25°)
Robustness - Crop (0.5)
Robustness - Crop (0.1)
Robustness - Resize (0.7)
Robustness - Blur (2.0)
Robustness - JPEG (Q=50)
Robustness - Brightness (2.0)
Robustness - Contrast (2.0)
Robustness - Hue (0.25)
Robustness - Screenshot
Updated 4d ago
Evaluation Results
Method
Method
Links
Identity Score
Robustness - Rotation (25°)
Robustness - Crop (0.5)
Robustness - Crop (0.1)
Robustness - Resize (0.7)
Robustness - Blur (2.0)
Robustness - JPEG (Q=50)
Robustness - Brightness (2.0)
Robustness - Contrast (2.0)
Robustness - Hue (0.25)
Robustness - Screenshot
ZBW
2026.02
1
0.27
1
0.02
1
0.25
0.96
0.99
1
1
0.86
WSSL
2026.02
1
1
1
0.98
1
1
0.97
0.96
1
1
0.97
TIACam
2026.02
1
1
0.98
1
1
1
0.99
0.97
1
1
0.99
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