Watermark Robustness against Attacks on Adult
13.31Error Rate (Row Del. 20%)MUSE
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MUSErepetitions=1002025.11 | 13.31 | 4.96 | 6.17 | 11.84 | 8.05 | 3.99 | 10.99 | — | — | — | |
| MUSE2025.11 | 14 | 6.26 | 9.16 | 12.83 | 10.91 | 4.53 | 10.96 | 14.81 | 20.15 | 14.81 | |
| TabWak*repetitions=102025.11 | 14.44 | 8.05 | 7.87 | 0.02 | 15.67 | 10.23 | 5.56 | — | — | — | |
| GLWrepetitions=1002025.11 | 14.76 | 13.1 | 13.19 | 0 | 16.54 | 2.77 | 3.03 | — | — | — | |
| TabWak*repeats=102025.11 | 14.98 | 11.32 | 11.08 | 0.91 | 15.67 | 14.5 | 11.27 | 5.09 | 16.37 | 15.67 | |
| GLW2025.11 | 15.69 | 14.55 | 14.88 | 0 | 16.54 | 7.26 | 8.63 | 16.54 | 16.89 | 16.54 | |
| TabularMarkrepetitions=1002025.11 | 20.29 | 13.92 | 12.99 | 3.31 | 5.54 | 0.62 | 0 | — | — | — | |
| TabularMark2025.11 | 21.65 | 15.56 | 16.42 | 2.83 | 6.9 | 1.29 | 0 | 2.72 | 4.62 | 17.44 | |
| TAB-DRWhyperparameter (gamma, delta)=(0.5, 0.5), repetitions=1002025.11 | 26.34 | 13.12 | 14.37 | 14.29 | 20.1 | 21.85 | 16.41 | — | — | — | |
| TAB-DRWgamma=0.5, delta=0.52025.11 | 27.98 | 17.78 | 20.46 | 20.36 | 24.59 | 23.72 | 20.95 | 29.55 | 28.15 | 29.55 |