Digital Watermarking on CelebA
35.14PSNRClean vanilla
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Clean vanillaBackbone=HiDDeN, LRIL=with2026.05 | 35.14 | 95.99 | 88.45 | 100 | |
| W-CRBackbone=StegaStamp, LRIL=with, Noise Type=Affine transformation, Noise Level (sigma)=0.012026.05 | 33.61 | 95.54 | 99.98 | 100 | |
| W-ERBackbone=HiDDeN, LRIL=with2026.05 | 32.26 | 94.72 | 77.82 | 100 | |
| W-CRBackbone=HiDDeN, LRIL=with, Noise Type=Affine transformation, Noise Level (sigma)=0.012026.05 | 32.07 | 94.19 | 89.13 | 100 | |
| W-CRBackbone=HiDDeN, LRIL=with, Noise Type=Affine transformation, Noise Level (sigma)=0.022026.05 | 31.61 | 94.14 | 87.88 | 100 | |
| W-CRBackbone=StegaStamp, LRIL=with, Noise Type=Affine transformation, Noise Level (sigma)=0.022026.05 | 31.14 | 95.25 | 99.99 | 100 | |
| Clean vanillaBackbone=StegaStamp, LRIL=with2026.05 | 27.48 | 89.75 | 99.69 | 100 | |
| W-ERBackbone=StegaStamp, LRIL=with2026.05 | 27.46 | 76.09 | 99.97 | 100 | |
| W-CRBackbone=StegaStamp, LRIL=with, Noise Type=Affine transformation, Noise Level (sigma)=0.032026.05 | 26.61 | 89.29 | 99.98 | 100 | |
| W-CRBackbone=HiDDeN, LRIL=with, Noise Type=Additive Gaussian noise, Noise Level (sigma)=0.102026.05 | 26.2 | 81.05 | 83.77 | 100 | |
| W-CRBackbone=StegaStamp, LRIL=with, Noise Type=Additive Gaussian noise, Noise Level (sigma)=0.102026.05 | 23.37 | 82.02 | 99.99 | 100 | |
| W-CRBackbone=StegaStamp, LRIL=with, Noise Type=Additive Gaussian noise, Noise Level (sigma)=0.252026.05 | 23.2 | 79.92 | 100 | 100 | |
| W-CRBackbone=HiDDeN, LRIL=with, Noise Type=Additive Gaussian noise, Noise Level (sigma)=0.252026.05 | 22.68 | 71.78 | 77.37 | 100 | |
| W-CRBackbone=HiDDeN, LRIL=with, Noise Type=Affine transformation, Noise Level (sigma)=0.032026.05 | 22.66 | 93.3 | 78.78 | 99.88 | |
| W-CRBackbone=HiDDeN, LRIL=with, Noise Type=Additive Gaussian noise, Noise Level (sigma)=0.502026.05 | 21.21 | 71.99 | 76.67 | 99.86 | |
| W-CRBackbone=StegaStamp, LRIL=with, Noise Type=Additive Gaussian noise, Noise Level (sigma)=0.502026.05 | 20.38 | 64.57 | 99.98 | 100 |