Inducing target response on VQA Irrel. v2
87ASRAttention Hijacking
Evaluation results
| Method | Links | |
|---|---|---|
| Attention HijackingTarget Model=InternVL-2.52026.05 | 87 | |
| Attention HijackingTarget Model=Qwen2.5-VL2026.05 | 72.6 | |
| Attention HijackingTarget Model=Deepseek-VL2026.05 | 68.4 | |
| Attention HijackingTarget Model=LLaVA-1.52026.05 | 59 | |
| PGDTarget Model=Deepseek-VL2026.05 | 25 | |
| MIMTarget Model=Deepseek-VL2026.05 | 17 | |
| PGDTarget Model=InternVL-2.52026.05 | 15 | |
| PGDTarget Model=LLaVA-1.52026.05 | 13.6 | |
| MIMTarget Model=InternVL-2.52026.05 | 10.2 | |
| MIMTarget Model=LLaVA-1.52026.05 | 6 | |
| MIMTarget Model=Qwen2.5-VL2026.05 | 5.4 | |
| PGDTarget Model=Qwen2.5-VL2026.05 | 4.2 | |
| VMATarget Model=LLaVA-1.52026.05 | 3.4 | |
| VMATarget Model=Deepseek-VL2026.05 | 1 | |
| VMATarget Model=Qwen2.5-VL2026.05 | 0.6 | |
| VMATarget Model=InternVL-2.52026.05 | 0.2 |