List your company

Jailbreaking MLLMs on 110 high-severity samples curated dataset

98.18Jailbreak Success Rate (JSR)BVS
-2.055223.967449.9976.0126Jan 22, 2026

Evaluation results

MethodLinks
BVSTarget Model=GPT-52026.0198.18
BVSTarget Model=Gemini 1.5 Flash2026.0195.45
ChainTarget Model=Gemini 1.5 Flash2026.0154.95
PerTarget Model=Gemini 1.5 Flash2026.0136.63
ChainTarget Model=GPT-52026.013.6
PerTarget Model=GPT-52026.011.8