Watermark Attack Evaluation on Stable-Diffusion-Prompts
0Clean Scenario PerformanceSEAL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SEALRobustness level (lambda)=≤ 0.15, Vulnerability category=Highly vulnerable2026.03 | 0 | 100 | 100 | 98 | |
| SFWRobustness level (lambda)=≤ 0.15, Vulnerability category=Highly vulnerable2026.03 | 0 | 100 | 100 | 100 | |
| WINDRobustness level (lambda)=≤ 0.15, Vulnerability category=Highly vulnerable2026.03 | 0 | 100 | 100 | 98 | |
| PRCRobustness level (lambda)=≤ 0.15, Vulnerability category=Highly vulnerable2026.03 | 0 | 100 | 100 | 97 | |
| RingIDRobustness level (lambda)=0.30, Vulnerability category=Moderately robust2026.03 | 0 | 99 | 95 | 95 | |
| ROBINRobustness level (lambda)=0.30, Vulnerability category=Moderately robust2026.03 | 0 | 100 | 79 | 98 | |
| Tree-RingRobustness level (lambda)=≥ 0.50, Vulnerability category=Most robust2026.03 | 0 | 72 | 99 | 98 | |
| GaussMarkerRobustness level (lambda)=≥ 0.50, Vulnerability category=Most robust2026.03 | 0 | 100 | 55 | 99 | |
| Gaussian ShadingRobustness level (lambda)=≥ 0.50, Vulnerability category=Most robust2026.03 | 0 | 100 | 4 | 97 |