Watermarking Robustness on LVLM Evaluation Set (test)
0Relative DropKGW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KGWAdversarial Attack Type=Unattacked2026.02 | 0 | 100 | |
| SynthIDAdversarial Attack Type=Unattacked2026.02 | 0 | 99.9 | |
| IEAdversarial Attack Type=Unattacked2026.02 | 0 | 99.66 | |
| MorphMarkAdversarial Attack Type=Unattacked2026.02 | 0 | 99.69 | |
| VLA-MarkAdversarial Attack Type=Unattacked2026.02 | 0 | 99.61 | |
| AGMarkAdversarial Attack Type=Unattacked2026.02 | 0 | 99.89 | |
| KGWAdversarial Attack Type=Insert2026.02 | 0.07 | 99.93 | |
| KGWAdversarial Attack Type=Delete2026.02 | 0.11 | 99.89 | |
| KGWAdversarial Attack Type=Synonym2026.02 | 0.2 | 99.8 | |
| KGWAdversarial Attack Type=Translate2026.02 | 0.24 | 99.76 | |
| AGMarkAdversarial Attack Type=Insert2026.02 | 0.7 | 99.29 | |
| AGMarkAdversarial Attack Type=Delete2026.02 | 0.71 | 99.28 | |
| AGMarkAdversarial Attack Type=Translate2026.02 | 0.82 | 99.07 | |
| MorphMarkAdversarial Attack Type=Insert2026.02 | 0.83 | 98.86 | |
| AGMarkAdversarial Attack Type=Synonym2026.02 | 0.87 | 99.02 | |
| MorphMarkAdversarial Attack Type=Delete2026.02 | 1.52 | 98.17 | |
| VLA-MarkAdversarial Attack Type=Delete2026.02 | 1.71 | 97.91 | |
| IEAdversarial Attack Type=Delete2026.02 | 1.76 | 97.91 | |
| VLA-MarkAdversarial Attack Type=Insert2026.02 | 1.82 | 97.8 | |
| IEAdversarial Attack Type=Translate2026.02 | 1.86 | 97.81 | |
| IEAdversarial Attack Type=Insert2026.02 | 1.96 | 97.71 | |
| MorphMarkAdversarial Attack Type=Synonym2026.02 | 2.08 | 97.62 | |
| MorphMarkAdversarial Attack Type=Translate2026.02 | 2.95 | 96.75 | |
| VLA-MarkAdversarial Attack Type=Synonym2026.02 | 3.34 | 96.28 | |
| IEAdversarial Attack Type=Synonym2026.02 | 3.55 | 96.12 | |
| VLA-MarkAdversarial Attack Type=Translate2026.02 | 4.13 | 95.5 | |
| SynthIDAdversarial Attack Type=Insert2026.02 | 6.66 | 93.24 | |
| SynthIDAdversarial Attack Type=Delete2026.02 | 6.97 | 92.93 | |
| SynthIDAdversarial Attack Type=Synonym2026.02 | 9.06 | 90.84 | |
| SynthIDAdversarial Attack Type=Translate2026.02 | 10.46 | 89.44 | |
| AGMarkAdversarial Attack Type=Paraphrase2026.02 | 11.28 | 88.61 | |
| KGWAdversarial Attack Type=Paraphrase2026.02 | 11.84 | 88.16 | |
| IEAdversarial Attack Type=Paraphrase2026.02 | 13.25 | 86.46 | |
| MorphMarkAdversarial Attack Type=Paraphrase2026.02 | 16.46 | 83.28 | |
| VLA-MarkAdversarial Attack Type=Paraphrase2026.02 | 26.36 | 73.35 | |
| SynthIDAdversarial Attack Type=Paraphrase2026.02 | 36.32 | 63.58 |