Watermark Similarity Restoration on ResNet-18 watermarked
1Clean Similarityuchida17
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| uchida17Backbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.4844 | 1 | 0.4844 | 0.4141 | 1 | 0.4844 | 0.5547 | 1 | 0.4922 | 0.5 | 1 | 0.4219 | 0.5 | 1 | 0.4766 | |
| greedyBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.6406 | 1 | 0.5781 | 0.5469 | 1 | 0.5781 | 0.5312 | 1 | 0.5703 | 0.5078 | 1 | 0.5469 | 0.5391 | 1 | 0.5234 | |
| lotteryBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.5703 | 1 | 0.4766 | 0.4922 | 1 | 0.4766 | 0.5391 | 1 | 0.4844 | 0.5156 | 1 | 0.4922 | 0.5469 | 1 | 0.5 | |
| ipr_ganBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.5078 | 1 | 0.5156 | 0.5391 | 1 | 0.5156 | 0.5391 | 1 | 0.5469 | 0.4531 | 1 | 0.5312 | 0.4922 | 1 | 0.4531 | |
| ipr_icBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.5 | 1 | 0.5156 | 0.4609 | 1 | 0.5156 | 0.4375 | 1 | 0.5156 | 0.5312 | 1 | 0.5078 | 0.4375 | 1 | 0.5 | |
| deepsignsBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.4453 | 1 | 0.3906 | 0.4609 | 1 | 0.3906 | 0.5 | 1 | 0.4531 | 0.5547 | 1 | 0.5156 | 0.4531 | 1 | 0.5 | |
| deepiprBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.4062 | 1 | 0.5156 | 0.4062 | 1 | 0.5156 | 0.4062 | 1 | 0.4688 | 0.4062 | 1 | 0.5312 | 0.4062 | 1 | 0.5938 | |
| passport_awareBackbone=ResNet-18, Attack Ratio=0.52026.03 | 1 | 0 | 0 | — | 0.5781 | 1 | 0.5547 | 0.6016 | 1 | 0.5547 | 0.5703 | 1 | 0.5234 | 0.5703 | 1 | 0.5078 | 0.5156 | 1 | 0.5625 | |
| riga21Backbone=ResNet-18, Attack Ratio=0.52026.03 | 0.9766 | 0 | 0 | — | 0.4531 | 0.9766 | 0.9922 | 0.4531 | 0.9766 | 0.9922 | 0.4531 | 0.9766 | 0.9844 | 0.4531 | 0.9766 | 0.9922 | 0.4531 | 0.9766 | 1 |