Watermark Extraction on COCO 5,000 images (test)
100Extraction Accuracy (Clean)HiDDeN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HiDDeNResGuard module=false, Image size=128 x 128, message length=30, Optimizer=Adam, Learning rate=10^-32026.04 | 100 | 100 | 52.17 | |
| HiDDeN-ResGuardResGuard module=true, Image size=128 x 128, message length=30, Optimizer=Adam, Learning rate=10^-32026.04 | 100 | 100 | 99.57 | |
| MBRSResGuard module=false, Image size=256 x 256, message length=256, Optimizer=Adam, Learning rate=10^-32026.04 | 100 | 100 | 59.27 | |
| MBRS-ResGuardResGuard module=true, Image size=256 x 256, message length=256, Optimizer=Adam, Learning rate=10^-32026.04 | 100 | 100 | 99.88 | |
| CINResGuard module=false, Image size=128 x 128, message length=30, Optimizer=Adam, Learning rate=10^-42026.04 | 100 | 99.97 | 61.47 | |
| CIN-ResGuardResGuard module=true, Image size=128 x 128, message length=30, Optimizer=Adam, Learning rate=10^-42026.04 | 100 | 99.97 | 99.83 | |
| RosteALSResGuard module=false, Image size=256 x 256, message length=100, Optimizer=AdamW, Learning rate=8 × 10^-52026.04 | 100 | 99.26 | 63.32 | |
| RosteALS-ResGuardResGuard module=true, Image size=256 x 256, message length=100, Optimizer=AdamW, Learning rate=8 × 10^-52026.04 | 100 | 99.31 | 99.87 | |
| InvisMarkResGuard module=false, Image size=256 x 256, message length=100, Optimizer=AdamW, Learning rate=10^-42026.04 | 100 | 100 | 63.12 | |
| InvisMark-ResGuardResGuard module=true, Image size=256 x 256, message length=100, Optimizer=AdamW, Learning rate=10^-42026.04 | 100 | 100 | 99.92 |