Watermark Verification on DiffusionDB (test)
90.4TPR@1%FPRBlur
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BlurAttack Type=Gaussian Blur2026.01 | 90.4 | 67.2 | 97.9 | |
| Cont.Attack Type=Contrast Adjustment2026.01 | 88.9 | 51.5 | 97.7 | |
| BM3DAttack Type=BM3D Denoising2026.01 | 79.9 | 52.6 | 94 | |
| Random CropAttack Type=Cropping2026.01 | 71.5 | 80.1 | 91.6 | |
| VAE-CAttack Type=Variational Autoencoder Removal2026.01 | 50.3 | 51.4 | 87.4 | |
| Center CropAttack Type=Cropping2026.01 | 49.9 | 72.3 | 89.3 | |
| Bright.Attack Type=Brightness Adjustment2026.01 | 48.7 | 56.3 | 83.1 | |
| VAE-BAttack Type=Variational Autoencoder Removal2026.01 | 45.4 | 51.3 | 85.8 | |
| Regen.Attack Type=Regeneration Removal2026.01 | 45.4 | 51.2 | 86.9 | |
| RinseAttack Type=Rinse Removal2026.01 | 44.5 | 50.1 | 84.4 | |
| JPEGAttack Type=JPEG Compression2026.01 | 43.4 | 50.9 | 90.5 | |
| NoiseAttack Type=Additive Noise2026.01 | 39.2 | 82.9 | 80.8 | |
| CtrlGen+Attack Type=Controlled Generation Removal2026.01 | 8.4 | 52.3 | 57.7 | |
| UnMarkerAttack Type=UnMarker Removal2026.01 | 3.1 | 48.9 | 8.1 | |
| RAVENAttack Type=RAVEN Watermark Removal2026.01 | 2.3 | 51.5 | 2.9 |