Watermark Removal on DiffusionDB-2M
0.609LPIPSNFPA
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| NFPA2026.02 | 0.609 | 29.06 | 0.845 | 21.43 | 0.682 | 142.2 | 0.361 | |
| VAE-B2026.02 | 0.614 | 32.72 | 0.893 | 30.54 | 0.924 | 142.5 | 0.386 | |
| UnMarker2026.02 | 0.614 | 14.85 | 0.434 | 28.96 | 0.917 | 130.9 | 0.386 | |
| VAE-C2026.02 | 0.615 | 32.62 | 0.885 | 30.47 | 0.918 | 145.7 | 0.385 | |
| CtrlRegen+2026.02 | 0.618 | 21.47 | 0.66 | 28.52 | 0.886 | 134 | 0.382 | |
| Watermarked2026.02 | 0.62 | — | — | — | — | 131.5 | 0.38 | |
| MarkCleaner2026.02 | 0.627 | 16.52 | 0.444 | 25.3 | 0.82 | 133.6 | 0.376 | |
| IRA2026.02 | 0.641 | 12.76 | 0.358 | 19.17 | 0.666 | 135.04 | 0.3593 | |
| DA2026.02 | 0.644 | 18.92 | 0.511 | 18.39 | 0.495 | 133.8 | 0.356 |