Watermark Restoration on CIFAR-100 original (test)
100Clean Similarityuchida17
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| uchida17Backbone=ResNet-18, Attack Ratio=0.2, Attack Type=zero2026.03 | 100 | 0 | 0 | — | 48.44 | 100 | 53.91 | |
| uchida17Backbone=ResNet-18, Attack Ratio=0.2, Attack Type=clique2026.03 | 100 | 0 | 0 | — | 43.75 | 100 | 53.91 | |
| uchida17Backbone=ResNet-18, Attack Ratio=0.2, Attack Type=split2026.03 | 100 | 0 | 0 | — | 47.66 | 100 | 47.66 | |
| uchida17Backbone=ResNet-18, Attack Ratio=0.2, Attack Type=mix-opseq2026.03 | 100 | 0 | 0 | — | 42.19 | 100 | 51.56 | |
| uchida17Backbone=ResNet-18, Attack Ratio=0.2, Attack Type=mix-opseq (per-merge-group)2026.03 | 100 | 0 | 0 | — | 42.97 | 100 | 53.12 | |
| deepsignsBackbone=ResNet-18, Attack Ratio=0.8, Attack Type=split2026.03 | 100 | 0 | 0 | — | 45.31 | 100 | 54.69 | |
| passport_awareBackbone=ResNet-18, Attack Ratio=1.0, Attack Type=mix-opseq (per-merge-group)2026.03 | 100 | 0 | 0 | — | 51.56 | 100 | 49.25 | |
| greedyBackbone=ResNet-18, Attack Ratio=1.0, Attack Type=zero2026.03 | 100 | 0 | 0 | — | 55.47 | 100 | 60.16 | |
| lotteryBackbone=ResNet-18, Attack Ratio=0.5, Attack Type=mix-opseq2026.03 | 100 | 0 | 0 | — | 55.47 | 100 | 55.47 | |
| ipr_ganBackbone=ResNet-18, Attack Ratio=0.2, Attack Type=clique2026.03 | 100 | 0 | 0 | — | 58.59 | 100 | 50 | |
| ipr_icBackbone=ResNet-18, Attack Ratio=0.8, Attack Type=split2026.03 | 100 | 0 | 0 | — | 52.34 | 100 | 51.56 | |
| deepiprBackbone=ResNet-18, Attack Ratio=1.0, Attack Type=zero2026.03 | 100 | 0 | 0 | — | 40.62 | 100 | 59.38 | |
| riga21Backbone=ResNet-18, Attack Ratio=0.5, Attack Type=zero2026.03 | 96.88 | 0 | 0 | — | 55.47 | 96.88 | 98.44 |