Robust Visual Watermarking on MetFace
100Bit Accuracy (Identity)TrustMark
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TrustMarkBits=1002026.05 | 100 | 99.98 | 97.9 | 93.44 | 90.4 | 80.36 | 76.2 | 51.84 | 99.6 | 98.36 | 90 | 78.87 | |
| VideoSeal 0.0 + CATBits=96, Training Protocol=Compositional Adversarial Training2026.05 | 100 | 95.87 | 99.3 | 92.94 | 99.5 | 93.54 | 97.4 | 86.89 | 96.9 | 86.01 | 98.1 | 89.31 | |
| VideoSeal 0.0Bits=96, Training Protocol=Random Augmentation Training2026.05 | 99.9 | 95.54 | 99.6 | 93.85 | 98.9 | 90.87 | 96.6 | 83.45 | 97.2 | 86.33 | 97.6 | 87.06 | |
| PixelSeal + CATBits=128, Training Protocol=Compositional Adversarial Training2026.05 | 99.6 | 124.24 | 98 | 116.02 | 97.8 | 114.12 | 93.6 | 98.04 | 95.4 | 104.6 | 95.4 | 104.96 | |
| MBRSBits=2562026.05 | 99.5 | 250.9 | 95.1 | 216.87 | 89.1 | 196.88 | 65.6 | 81.63 | 93 | 199.79 | 83.9 | 165.16 | |
| InvisMarkBits=1002026.05 | 99 | 96.04 | 88.7 | 76.05 | 93.2 | 82.01 | 83.1 | 64.16 | 67.1 | 37.4 | 82.5 | 64.06 | |
| VideoSeal 1.0 + CATBits=256, Training Protocol=Compositional Adversarial Training2026.05 | 95.4 | 187.91 | 90.2 | 158.54 | 92.5 | 168.65 | 88.2 | 144.17 | 87.5 | 147.32 | 89.4 | 151.78 | |
| PixelSealBits=128, Training Protocol=Random Augmentation Training2026.05 | 92.8 | 80.54 | 91.9 | 77.52 | 90.2 | 71.69 | 85.8 | 59.19 | 87.7 | 66.62 | 88 | 65.54 | |
| VideoSeal 1.0Bits=256, Training Protocol=Random Augmentation Training2026.05 | 90.4 | 139.36 | 89.7 | 134.84 | 88.6 | 128.26 | 84.8 | 108.87 | 86.9 | 121.09 | 86.6 | 118.26 |