Targeted Adversarial Attack on Cross-query Transferability Exact
98.8ASRVMA
Evaluation results
| Method | Links | |
|---|---|---|
| VMATarget Model=LLaVA-1.52026.05 | 98.8 | |
| Attention HijackingTarget Model=LLaVA-1.52026.05 | 98 | |
| Attention HijackingTarget Model=InternVL-2.52026.05 | 97.8 | |
| MIMTarget Model=InternVL-2.52026.05 | 96.4 | |
| VMATarget Model=InternVL-2.52026.05 | 94.4 | |
| PGDTarget Model=InternVL-2.52026.05 | 92.8 | |
| Attention HijackingTarget Model=Qwen2.5-VL2026.05 | 88 | |
| VMATarget Model=Qwen2.5-VL2026.05 | 85.6 | |
| PGDTarget Model=LLaVA-1.52026.05 | 69.2 | |
| MIMTarget Model=LLaVA-1.52026.05 | 68 | |
| PGDTarget Model=Qwen2.5-VL2026.05 | 26.8 | |
| MIMTarget Model=Qwen2.5-VL2026.05 | 21.6 |