Robustness Evaluation on Meta AI images
100Identity Bit AccCIN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CIN2025.12 | 100 | 9 | 85 | 7.5 | 100 | 9 | 52 | 0.7 | 50 | 0.4 | |
| InvisMark2025.12 | 100 | 28.3 | 89 | 22 | 98 | 26.1 | 77 | 14.8 | 94 | 22.1 | |
| MBRS2025.12 | 100 | 75.9 | 95 | 62 | 100 | 75.2 | 52 | 3.6 | 50 | 0.4 | |
| TrustMarkVariant=P2025.12 | 100 | 29.6 | 89 | 21.2 | 98 | 27.1 | 65 | 8.2 | 52 | 0.7 | |
| TrustMarkVariant=Q2025.12 | 100 | 30 | 97 | 27.1 | 100 | 29.8 | 67 | 9.4 | 54 | 0.9 | |
| WAM2025.12 | 100 | 9.6 | 89 | 7.5 | 100 | 9.5 | 77 | 4.7 | 62 | 1.6 | |
| Pixel Seal2025.12 | 100 | 75.8 | 97 | 68.1 | 98 | 68.9 | 95 | 63.9 | 91 | 50.3 | |
| Video SealVersion=1.02025.12 | 98 | 69.4 | 95 | 60.7 | 95 | 60.6 | 83 | 42.9 | 69 | 16 | |
| Video SealVersion=0.02025.12 | 97 | 25 | 84 | 16.7 | 93 | 20.9 | 80 | 13.3 | 74 | 7.4 |