Watermarked Image Generation on LAION-10K VAE Replacement Attack v2.1 (val)
16.282FIDStable Signature*
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Stable Signature*Image resolution=256×256, Watermark length=48-bit, Evaluation Protocol=VAE Replacement Attack2026.06 | 16.282 | 0.312 | 0 | 54.3 | |
| FedOTw/o LVTImage resolution=256×256, Watermark length=48-bit, LVT Strategy=None, Evaluation Protocol=VAE Replacement Attack2026.06 | 17.054 | 0.311 | 0 | 49.4 | |
| FedOTnegImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Negation, Evaluation Protocol=VAE Replacement Attack2026.06 | 40.537 | 0.272 | 0 | 52.4 | |
| FedOTmirImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Mirroring, Evaluation Protocol=VAE Replacement Attack2026.06 | 70.622 | 0.229 | 0 | 52.2 | |
| FedOTrandImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Random, Evaluation Protocol=VAE Replacement Attack2026.06 | 72.81 | 0.26 | 0 | 53.6 | |
| FedOTtranImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Translation, Evaluation Protocol=VAE Replacement Attack2026.06 | 92.497 | 0.268 | 0 | 47.5 |