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ResearchFormerly WizWand

Safety Evaluation on FigStep (ASR)

0.6ASRMoRAS
-1.74814.10129.9545.799Oct 15, 2025Nov 18, 2025Dec 23, 2025Jan 27, 2026Mar 3, 2026Apr 7, 2026May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MoRASModel=Qwen-VL-Chat2025.100.6
SafeSteerModels=Qwen3-VL2026.050.6
SafeSteerModels=Qwen2.5-VL2026.051.8
AutoSteerModel=LLaVA-OneVision-7B2025.102.3
MoRASModel=LLaVA-1.5-7B2025.102.8
MoRASModel=LLaVA-OneVision-7B2025.103.4
CoCAModel=LLaVA-OneVision-7B2025.106
ETAModel=InternLM-XComposer-2.52025.106
FigStepModel=LLaVA-OneVision-7B2025.106.6
MRDModels=Qwen3-VL2026.056.6
FigStepModel=InternLM-XComposer-2.52025.107
MoRASModel=InternLM-XComposer-2.52025.107.2
ETAModel=LLaVA-1.5-7B2025.107.8
ETAModel=Qwen-VL-Chat2025.109.2
ASTRAModel=LLaVA-OneVision-7B2025.1010
MLLM-ProtectorModels=Qwen3-VL2026.0511.2
VanillaModels=Qwen3-VL2026.0512.6
ECSOModels=Qwen3-VL2026.0513.2
ETAModel=LLaVA-OneVision-7B2025.1014
ASTRAModel=LLaVA-1.5-7B2025.1014.2
ASTRAModel=InternLM-XComposer-2.52025.1014.6
MLLM-ProtectorModels=Qwen2.5-VL2026.0514.6
AutoSteerModel=InternLM-XComposer-2.52025.1015.8
CoCAModel=InternLM-XComposer-2.52025.1016
ECSOModel=InternLM-XComposer-2.52025.1016.6
ECSOModel=LLaVA-OneVision-7B2025.1017.8
VanillaModel=LLaVA-OneVision-7B2025.1022
VanillaModel=InternLM-XComposer-2.52025.1022.6
SafeSteerModels=LLaVA-1.5-7b2026.0523.4
ECSOModels=LLaVA-1.5-7b2026.0525.4
ECSOModels=Qwen2.5-VL2026.0525.4
ASTRAModel=Qwen-VL-Chat2025.1028.8
CoCAModel=Qwen-VL-Chat2025.1032.2
MLLM-ProtectorModels=LLaVA-1.5-7b2026.0534.4
VanillaModels=Qwen2.5-VL2026.0535.2
ECSOModel=LLaVA-1.5-7B2025.1037.4
MRDModels=LLaVA-1.5-7b2026.0540.2
VanillaModels=LLaVA-1.5-7b2026.0542.8
FigStepModel=Qwen-VL-Chat2025.1044.4
ECSOModel=Qwen-VL-Chat2025.1045.4
AutoSteerModel=Qwen-VL-Chat2025.1046.4
MRDModels=Qwen2.5-VL2026.0549.6
CoCAModel=LLaVA-1.5-7B2025.1051.6
FigStepModel=LLaVA-1.5-7B2025.1052
VanillaModel=Qwen-VL-Chat2025.1052.4
AutoSteerModel=LLaVA-1.5-7B2025.1055
VanillaModel=LLaVA-1.5-7B2025.1059.3