Watermark Detection Robustness on ImageNet
99.51Robustness - ScalingGS.
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GS.Model=EDM2-XS2026.01 | 99.51 | 99.5 | 99.52 | 99.5 | 99.5 | 99.49 | 99.48 | 99.5 | 99.49 | 99.5 | |
| GS.Model=EDM2-L2026.01 | 99.51 | 99.49 | 99.48 | 99.5 | 99.51 | 99.5 | 99.5 | 99.49 | 99.5 | 99.5 | |
| GS.Model=EDM2-XXL2026.01 | 99.51 | 99.5 | 99.48 | 99.5 | 99.5 | 99.49 | 99.5 | 99.5 | 99.5 | 99.5 | |
| PRC-W.Model=EDM2-XXL2026.01 | 98 | 99.5 | 98.6 | 95.7 | 98.9 | 99.5 | 98.35 | 89 | 99.35 | 97.44 | |
| LuminarkModel=VAR-d362026.01 | 96.3 | 96.25 | 98.9 | 96.05 | 97.9 | 94.5 | 95.75 | 96.4 | 96.5 | 95.95 | |
| LuminarkModel=VAR-d162026.01 | 96 | 95.65 | 98.85 | 96.7 | 97.85 | 95.3 | 94.5 | 96.1 | 96.4 | 95.81 | |
| LuminarkModel=VAR-d302026.01 | 96 | 96.15 | 98.9 | 96.8 | 98.6 | 95.95 | 95.45 | 95.9 | 95.35 | 96.01 | |
| LuminarkModel=MAR-Base2026.01 | 95.9 | 96.75 | 99.5 | 97.15 | 97.55 | 94.95 | 95 | 95.9 | 96.3 | 96.56 | |
| LuminarkModel=MAR-Large2026.01 | 95.85 | 95.35 | 99.5 | 97 | 98.7 | 94.85 | 94.75 | 95.25 | 95.85 | 95.79 | |
| LuminarkModel=EDM2-XXL2026.01 | 95.5 | 96 | 99.2 | 96.6 | 98.35 | 94.5 | 95.4 | 95.9 | 95.65 | 95.23 | |
| LuminarkModel=EDM2-XS2026.01 | 94.75 | 95.35 | 99 | 96.45 | 98.15 | 95 | 95.25 | 96.15 | 95.75 | 96.21 | |
| LuminarkModel=MAR-Huge2026.01 | 94.75 | 95.1 | 99.15 | 96.3 | 98.55 | 95.35 | 94.8 | 96.65 | 96.5 | 95.8 | |
| LuminarkModel=EDM2-L2026.01 | 94.65 | 95.15 | 98.6 | 96.15 | 98 | 94.65 | 95.15 | 96 | 96 | 95.49 | |
| PRC-W.Model=EDM2-XS2026.01 | 94 | 99.4 | 98.35 | 93.05 | 97.2 | 99.5 | 98.4 | 91.75 | 99.4 | 96.79 | |
| PRC-W.Model=EDM2-L2026.01 | 92.8 | 99.35 | 98.1 | 90.8 | 96.6 | 99.5 | 97.9 | 88.2 | 99.45 | 95.86 | |
| DwtDctSvdModel=EDM2-XS2026.01 | 63.9 | 95.3 | 55.4 | 57.8 | 59.25 | 86.9 | 63.35 | 50 | 56.15 | 65.34 | |
| DwtDctSvdModel=VAR-d162026.01 | 63.75 | 95.8 | 55.25 | 57.75 | 59.45 | 87.05 | 63.35 | 50 | 56.05 | 65.39 | |
| DwtDctSvdModel=EDM2-XXL2026.01 | 63.65 | 96.05 | 55.3 | 57.65 | 59.3 | 86.65 | 63.35 | 50 | 56.15 | 65.34 | |
| DwtDctSvdModel=VAR-d362026.01 | 63.65 | 95.65 | 55.3 | 57.8 | 59.2 | 86.45 | 63.1 | 50 | 56.2 | 65.26 | |
| DwtDctSvdModel=MAR-Large2026.01 | 63.6 | 95.2 | 55.35 | 57.55 | 59.25 | 86.3 | 63.15 | 50 | 56.15 | 65.17 | |
| DwtDctSvdModel=VAR-d302026.01 | 63.5 | 95.55 | 55.3 | 57.5 | 59.3 | 86.95 | 63.55 | 50 | 56.1 | 65.31 | |
| DwtDctSvdModel=EDM2-L2026.01 | 63.45 | 95.6 | 55.2 | 57.6 | 59.5 | 86 | 63.45 | 50 | 56.25 | 65.23 | |
| DwtDctSvdModel=MAR-Base2026.01 | 63.45 | 95.55 | 55.35 | 57.75 | 59.35 | 87.35 | 63.4 | 50 | 56.2 | 65.38 | |
| DwtDctSvdModel=MAR-Huge2026.01 | 63.4 | 95.35 | 55.3 | 57.75 | 59.3 | 86 | 63.45 | 50 | 56.2 | 65.19 | |
| DwtDctModel=EDM2-XS2026.01 | 49.9 | 53.55 | 49.5 | 49.5 | 49.5 | 96.4 | 82.6 | 49.5 | 50.75 | 58.47 | |
| DwtDctModel=EDM2-L2026.01 | 49.9 | 53.6 | 49.5 | 49.5 | 49.5 | 96.6 | 82.25 | 49.5 | 50.75 | 58.51 | |
| DwtDctModel=EDM2-XXL2026.01 | 49.9 | 53.6 | 49.5 | 49.5 | 49.5 | 95.95 | 82 | 49.5 | 50.75 | 58.36 | |
| DwtDctModel=VAR-d162026.01 | 49.9 | 53.6 | 49.5 | 49.5 | 49.5 | 95.5 | 82.1 | 49.5 | 50.75 | 58.31 | |
| DwtDctModel=VAR-d302026.01 | 49.9 | 53.65 | 49.5 | 49.5 | 49.5 | 96.75 | 82.15 | 49.5 | 50.75 | 58.47 | |
| DwtDctModel=VAR-d362026.01 | 49.9 | 53.6 | 49.5 | 49.5 | 49.5 | 96.8 | 81.85 | 49.5 | 50.75 | 58.44 | |
| DwtDctModel=MAR-Base2026.01 | 49.9 | 53.65 | 49.5 | 49.5 | 49.5 | 96.65 | 81.45 | 49.5 | 50.75 | 58.38 | |
| DwtDctModel=MAR-Large2026.01 | 49.9 | 53.6 | 49.5 | 49.5 | 49.5 | 96.2 | 82.35 | 49.5 | 50.75 | 58.42 | |
| DwtDctModel=MAR-Huge2026.01 | 49.9 | 53.55 | 49.5 | 49.5 | 49.5 | 96.8 | 82.65 | 49.5 | 50.75 | 58.52 |