Watermark Similarity Restoration on EfficientNet watermarked
100Clean Similarityuchida17
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| uchida17Backbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 57.03 | 100 | 50.78 | 49.22 | 100 | 50.78 | 50 | 100 | 46.88 | 49.22 | 100 | 53.12 | 50 | 100 | 50 | |
| greedyBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 51.56 | 100 | 50 | 57.03 | 100 | 50 | 48.44 | 100 | 44.53 | 54.69 | 100 | 50 | 47.66 | 100 | 43.75 | |
| lotteryBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 54.69 | 100 | 46.09 | 46.09 | 100 | 46.09 | 44.53 | 100 | 43.75 | 42.97 | 100 | 46.09 | 52.34 | 100 | 46.88 | |
| ipr_ganBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 53.12 | 100 | 55.47 | 48.44 | 100 | 55.47 | 50 | 100 | 54.69 | 52.34 | 100 | 54.69 | 52.34 | 100 | 51.56 | |
| ipr_icBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 50.78 | 100 | 53.12 | 49.22 | 100 | 53.12 | 46.09 | 100 | 53.91 | 49.22 | 100 | 56.25 | 54.69 | 100 | 54.69 | |
| deepsignsBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 53.12 | 100 | 57.03 | 50 | 100 | 57.03 | 49.22 | 100 | 56.25 | 52.34 | 100 | 51.56 | 52.34 | 100 | 53.12 | |
| deepiprBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 40.62 | 100 | 60.94 | 40.62 | 100 | 60.94 | 40.62 | 100 | 34.38 | 40.62 | 100 | 54.69 | 40.62 | 100 | 53.12 | |
| passport_awareBackbone=EfficientNet, Attack Ratio=0.52026.03 | 100 | 0 | 0 | — | 51.56 | 100 | 46.88 | 51.56 | 100 | 46.88 | 48.44 | 100 | 52.34 | 52.34 | 100 | 53.91 | 48.44 | 100 | 56.25 | |
| riga21Backbone=EfficientNet, Attack Ratio=0.52026.03 | 90.62 | 0 | 0 | — | 61.72 | 90.62 | 90.62 | 61.72 | 90.62 | 89.84 | 61.72 | 90.62 | 92.19 | 61.72 | 90.62 | 91.41 | 61.72 | 90.62 | 90.62 |