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ResearchFormerly WizWand

Model Utility Evaluation on VL-Guard SS

25.63RRMLLM-Protector
10.716414.588218.4622.3318May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MLLM-ProtectorModels=Qwen3-VL2026.0525.63
MLLM-ProtectorModels=Qwen2.5-VL2026.0524.19
MLLM-ProtectorModels=LLaVA-1.5-7b2026.0522.22
VanillaModels=Qwen3-VL2026.0522.22
VanillaModels=Qwen2.5-VL2026.0521.33
ECSOModels=Qwen2.5-VL2026.0521.33
MRDModels=Qwen2.5-VL2026.0521.33
ECSOModels=Qwen3-VL2026.0521.15
MRDModels=Qwen3-VL2026.0521.15
MRDModels=LLaVA-1.5-7b2026.0517.56
ECSOModels=LLaVA-1.5-7b2026.0516.67
VanillaModels=LLaVA-1.5-7b2026.0515.77
SafeSteerModels=Qwen2.5-VL2026.0515.41
SafeSteerModels=LLaVA-1.5-7b2026.0513.98
SafeSteerModels=Qwen3-VL2026.0511.29