Generative Image Watermarking on COCO 2014 (val)
12.86FIDDwtDctSvd
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DwtDctSvdModel=DeepFloyd, Category=Post Diffusion2024.12 | 12.86 | 32.28 | 0.008 | 100 | 85.97 | 1 | 0.693 | |
| NoneModel=DeepFloyd, Category=None2024.12 | 12.91 | 32.31 | — | — | — | — | — | |
| AquaLoRAModel=DeepFloyd, Category=During Diffusion2024.12 | 12.95 | 31.98 | 0.02 | 96.91 | 95.02 | 0.972 | 0.938 | |
| SleeperMarkModel=DeepFloyd, Category=During Diffusion2024.12 | 13.03 | 32.15 | 0.018 | 96.35 | 95.3 | 0.973 | 0.954 | |
| WatermarkDMModel=DeepFloyd, Category=Post Diffusion2024.12 | 14.76 | 31.16 | 0.255 | — | — | 0.895 | 0.895 | |
| DwtDctSvdModel=Stable Diffusion, Category=Post Diffusion2024.12 | 16.21 | 31.45 | 0.014 | 100 | 84.81 | 1 | 0.678 | |
| NoneModel=Stable Diffusion, Category=None2024.12 | 16.24 | 31.57 | — | — | — | — | — | |
| Stable SignatureModel=Stable Diffusion, Category=Post Diffusion2024.12 | 16.55 | 31.59 | 0.017 | 99.13 | 76.49 | 0.998 | 0.719 | |
| SleeperMarkModel=Stable Diffusion, Category=During Diffusion2024.12 | 16.72 | 31.05 | 0.108 | 99.24 | 97.98 | 0.999 | 0.984 | |
| AquaLoRAModel=Stable Diffusion, Category=During Diffusion2024.12 | 16.86 | 31.15 | 0.176 | 96.92 | 94.71 | 0.98 | 0.945 | |
| WatermarkDMModel=Stable Diffusion, Category=Post Diffusion2024.12 | 19.07 | 30.17 | 0.279 | — | — | 0.883 | 0.883 |