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Jailbreaking Attack on MM-SafetyBench

95Attack Success Rate (ASR)

TAO-Attack

Updated 4d ago

Evaluation Results

Method	Links
TAO-Attack 2026.03		95	132
Multi-turn Attack 2026.01		91.5	-
I-GCG 2026.03		90	248
Multi-turn Attack 2026.01		77.31	-
MM-SafetyBench 2026.01		72.14	-
SI-Attack 2026.01		68.57	-
SI-Attack 2026.01		62.68	-
FigStep 2026.01		62.3	-
FigStep 2026.01		19.81	-
MM-SafetyBench 2026.01		12.34	-
Mistral-Medium-3 2026.04		10	-
LLaVA-v1.6-Vicuna-7B 2026.04		7.31	-
Kimi-K2.5 2026.04		2.69	-
Llama-3.2-11B-Vision 2026.04		2.69	-
Gemini-3-Flash 2026.04		1.54	-
Qwen3-VL-Plus 2026.04		0.77	-
Claude-Haiku-4.5 2026.04		0.77	-
GPT-5-Mini 2026.04		0.77	-
DeepSeek-V3.2 2026.04		0.77	-
Qwen3-VL-8B-Instruct 2026.04		0.38	-