Robust Visual Watermarking on DIV2K OOD
99.6Bit Accuracy (Identity)VideoSeal 0.0 + CAT
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VideoSeal 0.0 + CATBits=96, Training Protocol=Compositional Adversarial Training2026.05 | 99.6 | 93.57 | 97.4 | 85.63 | 98.3 | 87.71 | 95.1 | 77.59 | 99 | 90.7 | 96.3 | 81.67 | |
| VideoSeal 0.0Bits=96, Training Protocol=Random Augmentation Training2026.05 | 99.3 | 92.24 | 97.6 | 86.31 | 97.2 | 83.96 | 93.4 | 72.17 | 98.7 | 89.56 | 95.2 | 77.98 | |
| TrustMarkBits=1002026.05 | 99.1 | 97.8 | 95.1 | 85.26 | 89.3 | 77.98 | 75.1 | 49.54 | 98.7 | 96.54 | 88.5 | 75.06 | |
| InvisMarkBits=1002026.05 | 99 | 96.03 | 87.8 | 73.49 | 95.3 | 88.43 | 82.8 | 63.4 | 83.4 | 63.64 | 86.3 | 70.23 | |
| MBRSBits=2562026.05 | 98.2 | 238.04 | 91.1 | 181.85 | 87.8 | 184.94 | 65.1 | 77.28 | 94.4 | 204.49 | 82.8 | 153.33 | |
| PixelSeal + CATBits=128, Training Protocol=Compositional Adversarial Training2026.05 | 97.8 | 113.19 | 94.1 | 97.38 | 94.4 | 97.17 | 88.6 | 77.78 | 96.1 | 104.03 | 91.1 | 86.5 | |
| VideoSeal 1.0 + CATBits=256, Training Protocol=Compositional Adversarial Training2026.05 | 93.4 | 169.64 | 84.8 | 125.18 | 88.3 | 138.64 | 82.1 | 108.05 | 90.5 | 150.51 | 84.2 | 119.08 | |
| PixelSealBits=128, Training Protocol=Random Augmentation Training2026.05 | 91.4 | 74.84 | 89 | 67.21 | 87.3 | 62 | 80.9 | 46.05 | 89.7 | 68.6 | 84.1 | 54.28 | |
| VideoSeal 1.0Bits=256, Training Protocol=Random Augmentation Training2026.05 | 89.3 | 131.86 | 87.3 | 120.14 | 86.4 | 114.63 | 81.3 | 90.08 | 88.4 | 125.72 | 83.8 | 102.28 |