Watermark Removal Attack Robustness on T2I Generated Images
99.98Ownership ACC (Diffusion Purification)Gaussian Shading
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gaussian Shading2026.01 | 99.98 | — | 23.92 | — | 99.8 | 31.56 | — | 100 | 21.69 | — | 99.93 | 25.72 | |
| PAIMode=T2I2026.01 | 99 | 99 | 24.77 | 97 | 98 | 31.8 | 100 | 100 | 21.59 | 98.67 | 99 | 26.05 | |
| Tree-Ring2026.01 | 67.16 | — | 24.64 | — | 5.94 | 32.12 | — | 86 | 21.92 | — | 53.03 | 26.23 | |
| EditGuard2026.01 | 0.3 | — | 21.96 | — | 100 | 30.3 | — | — | — | — | 50.15 | 26.13 | |
| Stable Signature2026.01 | 0.28 | — | 24.76 | — | 87.62 | 33 | — | — | — | — | 43.95 | 28.88 |