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Jailbreak Attack on VLM Jailbreak Dataset (5,040 text-image pairs) (sample (10%))

56.15ASRSalami
8.892421.161233.4345.6988Apr 13, 2026

Evaluation results

MethodLinks
SalamiTarget Model=Qwen-VL-Max, Shots=102026.0456.15
SalamiTarget Model=GPT-4o, Shots=102026.0455.56
SI-AttackTarget Model=Qwen-VL-Max, Query Budget=10-interaction2026.0455.15
FigStepTarget Model=Qwen-VL-Max2026.0454.96
SI-AttackTarget Model=GPT-4o, Query Budget=10-interaction2026.0452.17
FigStepTarget Model=GPT-4o2026.0436.31
w/o AttackTarget Model=Qwen-VL-Max2026.0413.29
w/o AttackTarget Model=GPT-4o2026.0410.71