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ResearchFormerly WizWand

Image-based Jailbreak on FigStep OOD (ASR%)

0ASRVLMShield
-2.3213.342944.66Apr 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
VLMShieldBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=External Defense2026.040
VLMShieldBase Model=LLaVA-1.5-13B2026.040
ASTRABase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=Internal Defense2026.041.8
ASTRABase Model=LLaVA-1.5-13B2026.047.33
VLMGuardBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=Internal Defense2026.049.46
JailGuardBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=External Defense2026.0413.82
VLMGuardBase Model=LLaVA-1.5-13B2026.0413.83
MirrorCheckBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=External Defense2026.0415.36
MirrorCheckBase Model=LLaVA-1.5-13B2026.0415.36
JailGuardBase Model=LLaVA-1.5-13B2026.0420.3
ECSOBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=External Defense2026.0426.72
SelfReminderBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=External Defense2026.0427.8
ECSOBase Model=LLaVA-1.5-13B2026.0429.05
CIDERBase VLM=Qwen2.5-VL-7B-Instruct, Defense Category=External Defense2026.0440.03
CIDERBase Model=LLaVA-1.5-13B2026.0440.03
SelfReminderBase Model=LLaVA-1.5-13B2026.0458