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ResearchFormerly WizWand

Jailbreak Attack Success Rate by Attack Method on AdvBench

99.5Safe2Harm ASR (Answer)Gemini 2.5

Evaluation results

Method	Links
Gemini 2.52025.12		99.5	—	44.5	—	0.82	—	5	—	35	—	34	—
DeepSeek2025.12		98	—	86.5	—	4.24	—	37.5	—	77	—	89.5	—
Qwen3 8B2025.12		92	100	82	96.5	3.28	92.62	45.19	98.08	90.34	92.23	90	91
Qwen3 8B2025.12		89	—	65.33	—	0	—	23.85	—	83.9	—	70.5	—
Qwen3 4B2025.12		87.5	100	88	95	4.1	97.54	72.88	78.65	91.86	92.05	90	89
Llama-3-8B-Instruct2025.12		87	—	35.5	—	20.49	—	18.65	—	31.44	—	15	—
Qwen3 1.7B2025.12		85.93	—	88.5	—	6.56	—	83.08	—	87.31	—	70.5	—
Qwen3 1.7B2025.12		81	64.5	91.5	90.5	28.69	95.08	91.54	98.46	92.38	91.29	75	86
Qwen3 4B2025.12		79	—	69	—	0.82	—	51.54	—	85.41	—	87.44	—
GPT-52025.12		46	—	57.5	—	5.74	—	52	—	29	—	5	—