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Inducing target response on VQA Irrel. v2
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87
ASR
Attention Hijacking
-3.272
20.164
43.6
67.036
May 17, 2026
ASR
Updated 15d ago
Evaluation Results
Method
Method
Links
ASR
Attention Hijacking
Target Model=InternVL-2.5
2026.05
87
Attention Hijacking
Target Model=Qwen2.5-VL
2026.05
72.6
Attention Hijacking
Target Model=Deepseek-VL
2026.05
68.4
Attention Hijacking
Target Model=LLaVA-1.5
2026.05
59
PGD
Target Model=Deepseek-VL
2026.05
25
MIM
Target Model=Deepseek-VL
2026.05
17
PGD
Target Model=InternVL-2.5
2026.05
15
PGD
Target Model=LLaVA-1.5
2026.05
13.6
MIM
Target Model=InternVL-2.5
2026.05
10.2
MIM
Target Model=LLaVA-1.5
2026.05
6
MIM
Target Model=Qwen2.5-VL
2026.05
5.4
PGD
Target Model=Qwen2.5-VL
2026.05
4.2
VMA
Target Model=LLaVA-1.5
2026.05
3.4
VMA
Target Model=Deepseek-VL
2026.05
1
VMA
Target Model=Qwen2.5-VL
2026.05
0.6
VMA
Target Model=InternVL-2.5
2026.05
0.2
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