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ResearchFormerly WizWand

Jailbreak Attack on JailbreakBench (ASR, BERTScore)

91ASRSAHA
-0.5223.244770.76Mar 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SAHATarget Model=Deepseek-llm-7B-Chat2026.03910.7
SAHATarget Model=Llama3.1-8B-Instruct2026.03850.76
SCAVTarget Model=Deepseek-llm-7B-Chat2026.03850.71
SAHATarget Model=Qwen1.5-7B-Chat2026.03820.75
SCAVTarget Model=Qwen1.5-7B-Chat2026.03710.73
AutoDAN-TurboTarget Model=Qwen1.5-7B-Chat2026.03630.75
AutoDANTarget Model=Deepseek-llm-7B-Chat2026.03600.55
ConVATarget Model=Qwen1.5-7B-Chat2026.03590.4
PAIRTarget Model=Llama3.1-8B-Instruct2026.03570.07
AutoDANTarget Model=Qwen1.5-7B-Chat2026.03570.62
SCAVTarget Model=Llama3.1-8B-Instruct2026.03550.77
GCGTarget Model=Qwen1.5-7B-Chat2026.03470.57
AutoDANTarget Model=Llama3.1-8B-Instruct2026.03400.58
CAATarget Model=Qwen1.5-7B-Chat2026.03390.38
GCGTarget Model=Deepseek-llm-7B-Chat2026.03370.64
CAATarget Model=Deepseek-llm-7B-Chat2026.03370.15
PAIRTarget Model=Deepseek-llm-7B-Chat2026.03300.59
BasedTarget Model=Deepseek-llm-7B-Chat2026.03290.64
ConVATarget Model=Llama3.1-8B-Instruct2026.03190.39
CAATarget Model=Llama3.1-8B-Instruct2026.03140.35
AutoDAN-TurboTarget Model=Llama3.1-8B-Instruct2026.03130.7
AutoDAN-TurboTarget Model=Deepseek-llm-7B-Chat2026.03130.11
GCGTarget Model=Llama3.1-8B-Instruct2026.03100.29
PAIRTarget Model=Qwen1.5-7B-Chat2026.03100.23
BasedTarget Model=Llama3.1-8B-Instruct2026.0360.62
BasedTarget Model=Qwen1.5-7B-Chat2026.0360.74
ConVATarget Model=Deepseek-llm-7B-Chat2026.0330.4