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Benchmarks
Adversarial jailbreak attack on RoboPAIR
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50.3
ASR (Auto)
default
-1.8014
11.724925
25.25125
38.777575
Feb 2, 2026
ASR (Auto)
Syntax Adherence (Auto)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (Auto)
Syntax Adherence (Auto)
default
Backbone=Llama-3.2-Vis...
2026.02
50.3
66
SmoothLLM
Backbone=Llama-3.2-Vis...
2026.02
33.37
52.68
PARDEN
Backbone=Llama-3.2-Vis...
2026.02
27.17
77.31
CCE
Backbone=Qwen2-VL, Inf...
2026.02
20.25
53.22
SAFE-Dict
Backbone=Qwen2-VL, Set...
2026.02
19.5
73.52
default
Model=Llama-3.2-Vision...
2026.02
0.503
0.66
SmoothLLM
Model=Llama-3.2-Vision...
2026.02
0.3337
0.5268
PARDEN
Model=Llama-3.2-Vision...
2026.02
0.2717
0.7731
CCE
Model=Qwen2-VL, Infer...
2026.02
0.2025
0.5322
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