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Priming Attack Robustness on AdvBench Anchoring (test)
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92
ASR (GPT-4o)
RA (ours)
-3.68
21.16
46
70.84
Oct 1, 2025
ASR (GPT-4o)
ASR (Guardrail model)
ASR (Keyword matching)
Updated 4d ago
Evaluation Results
Method
Method
Links
ASR (GPT-4o)
ASR (Guardrail model)
ASR (Keyword matching)
RA (ours)
Base Model=MMaDA, Inte...
2025.10
92
80
38
RA (ours)
Base Model=LLaDA, Inte...
2025.10
60
38
4
RA (ours)
Base Model=LLaDA 1.5,...
2025.10
54
36
12
RA (ours)
Base Model=MMaDA, Inte...
2025.10
4
2
2
RA (ours)
Base Model=LLaDA, Inte...
2025.10
0
0
0
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