Model Ownership Verification on SD 1.4 (test)
25.23FIDNone
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| NoneCategory=Baseline2026.05 | 25.23 | 31.22 | — | — | — | — | — | — | |
| VanillaCategory=Certified Methods, sigma_k=1.42026.05 | 25.82 | 31.14 | 0.087 | 0.281 | — | — | 0.385 | 0 | |
| SleeperMarkCategory=Empirical Methods2026.05 | 25.85 | 31.21 | 0.12 | 0.998 | 0.958 | 0.025 | — | — | |
| Cert-LASCategory=Empirical Methods, Inference-time smoothing=without2026.05 | 25.91 | 31.13 | 0.111 | 1 | 0.125 | 0.016 | — | — | |
| Cert-LASCategory=Certified Methods, Inference-time smoothing=with, sigma_k=1.02026.05 | 25.91 | 31.13 | 0.111 | 1 | — | — | 1 | 1.48 | |
| WatermarkDMCategory=Empirical Methods2026.05 | 26.27 | 30.86 | 0.164 | 0.879 | 0.964 | 0.933 | — | — | |
| VanillaCategory=Certified Methods, sigma_k=1.22026.05 | 26.33 | 31.13 | 0.101 | 0.718 | — | — | 0.647 | 0.45 | |
| Cert-LASCategory=Certified Methods, Inference-time smoothing=with, sigma_k=1.22026.05 | 26.54 | 31.1 | 0.122 | 1 | — | — | 0.938 | 1.68 | |
| Cert-LASCategory=Certified Methods, Inference-time smoothing=with, sigma_k=1.42026.05 | 26.96 | 31.08 | 0.125 | 1 | — | — | 0.847 | 1.428 | |
| VanillaCategory=Certified Methods, sigma_k=1.02026.05 | 27.48 | 31.05 | 0.123 | 0.944 | — | — | 0.812 | 0.81 |