Image Classification and Watermark Verification on CIFAR-10
89.32AccuracyContent
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ContentModel Extraction Attack=DFME2026.06 | 89.32 | 84.8 | |
| EWEModel Extraction Attack=DFME2026.06 | 88.05 | 87.4 | |
| EWEModel Extraction Attack=Knockoff (soft label)2026.06 | 87.1 | 15 | |
| T2SModel Extraction Attack=Knockoff (soft label)2026.06 | 86.87 | 99.87 | |
| SSW-SModel Extraction Attack=DFME2026.06 | 86.18 | 100 | |
| ContentModel Extraction Attack=Knockoff (soft label)2026.06 | 85.94 | 1.2 | |
| SSW-PModel Extraction Attack=DFME2026.06 | 85.39 | 100 | |
| SSW-SModel Extraction Attack=Knockoff (soft label)2026.06 | 85.34 | 89.6 | |
| T2SModel Extraction Attack=DFME2026.06 | 85.27 | 100 | |
| SSW-PModel Extraction Attack=Knockoff (soft label)2026.06 | 85.02 | 65.25 | |
| EWEModel Extraction Attack=Knockoff (hard label)2026.06 | 83.46 | 0.6 | |
| SSW-SModel Extraction Attack=Knockoff (hard label)2026.06 | 83.19 | 72.4 | |
| SSW-PModel Extraction Attack=Knockoff (hard label)2026.06 | 83.13 | 21.6 | |
| T2SModel Extraction Attack=Knockoff (hard label)2026.06 | 82.01 | 97.56 | |
| ContentModel Extraction Attack=Knockoff (hard label)2026.06 | 81.25 | 0 |