Untargeted Adversarial Attack on LVLM Adversarial Evaluation Set
55.4LLaVASGMA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SGMADefense=No Defense2026.02 | 55.4 | 39 | 41.2 | 99.6 | 38.6 | 33.2 | 16.6 | 12.4 | 43.25 | |
| SGMADefense=Bit-Red2026.02 | 51.2 | 37.4 | 38.6 | 99.6 | 36.4 | 28.6 | 17 | 13.3 | 41.95 | |
| SGMADefense=NRP2026.02 | 35.8 | 30.4 | 27 | 78.6 | 26.6 | 26.8 | 10 | 11.2 | 30.8 | |
| SGMADefense=JPEG2026.02 | 34.2 | 26 | 28.3 | 74.4 | 27.4 | 23.8 | 8.4 | 8.8 | 29.39 | |
| SGMADefense=DiffPure2026.02 | 31 | 26.8 | 23.2 | 54 | 25 | 23.6 | 12.6 | 10.4 | 25.83 |