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ResearchFormerly WizWand

Multimodal Understanding on CC3M IOD

100AccuracyVLMShield
90.972893.316495.6698.0036Apr 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
VLMShieldBase VLM=LLaVA-1.5-13B2026.04100
VLMShieldBase VLM=Qwen2.5-VL-7B-Instruct2026.04100
JailGuardBase VLM=Qwen2.5-VL-7B-Instruct2026.0498.8
ASTRABase VLM=Qwen2.5-VL-7B-Instruct2026.0498.46
VLMGuardBase VLM=Qwen2.5-VL-7B-Instruct2026.0498.2
ASTRABase VLM=LLaVA-1.5-13B2026.0498.03
ECSOBase VLM=Qwen2.5-VL-7B-Instruct2026.0497.29
ECSOBase VLM=LLaVA-1.5-13B2026.0496.77
CIDERBase VLM=LLaVA-1.5-13B2026.0496.64
CIDERBase VLM=Qwen2.5-VL-7B-Instruct2026.0496.64
JailGuardBase VLM=LLaVA-1.5-13B2026.0496.14
VLMGuardBase VLM=LLaVA-1.5-13B2026.0496
MirrorCheckBase VLM=LLaVA-1.5-13B2026.0491.32
MirrorCheckBase VLM=Qwen2.5-VL-7B-Instruct2026.0491.32