ResearchBenchmarksWatermark Extraction on Digital Distortions (test)Watermark Extraction on Digital Distortions (test)Follow1Identity ScoreZBW0.950.97511.025Feb 21, 2026Evaluation resultsMethodMethodLinksIdentity ScoreRobustness - 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 - ScreenshotZBW2026.0210.2710.0210.250.960.99110.86WSSL2026.021110.98110.970.96110.97TIACam2026.02110.981110.990.97110.99