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Benchmarks
Safety Evaluation on MIS (Hard)
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7.33
Attack Success Rate (ASR)
VLGuard
4.4708
23.7704
43.07
62.3696
Aug 26, 2025
Attack Success Rate (ASR)
Updated 16d ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
VLGuard
Backbone=Qwen2-VL
2025.08
7.33
PRISM
Backbone=Qwen2-VL
2025.08
11.29
PRISM
Backbone=LLaVA-1.5
2025.08
20
SPA-VL
Backbone=LLaVA-1.5
2025.08
23.56
VLGuard
Backbone=LLaVA-1.5
2025.08
28.12
SPA-VL
Backbone=Qwen2-VL
2025.08
30.06
SafeRLHF-V
Backbone=Qwen2-VL
2025.08
70.3
SafeRLHF-V
Backbone=LLaVA-1.5
2025.08
72.48
No Defense
Backbone=Qwen2-VL
2025.08
78.02
No Defense
Backbone=LLaVA-1.5
2025.08
78.81
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