Targeted Adversarial Attack on Blip2 evaluation suite Target: 'Bomb' (test)
94.2VQA General PerformanceCroPA+D-UAP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CroPA+D-UAPmodel=Blip2, target_text=Bomb2025.06 | 94.2 | 97.2 | 97.9 | 98.1 | 96.85 | |
| CroPAmodel=Blip2, target_text=Bomb2025.06 | 81.76 | 91 | 94.98 | 69.6 | 84.33 | |
| Multi-Pmodel=Blip2, target_text=Bomb2025.06 | 68 | 82 | 90 | 60 | 75 | |
| CIAmodel=Blip2, target_text=Bomb2025.06 | 34.31 | 31.02 | 47.32 | 55.34 | 41.99 |