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ResearchFormerly WizWand

Visual Jailbreak Defense on Visual Adversarial Attacks epsilon = 64/255

14.32ASRIMMUNE
11.86428.44245.0261.598Nov 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
IMMUNEModel=LLaVA-1.62024.1114.32
IMMUNEModel=Qwen-VL2024.1115.07
IMMUNEModel=LLaVA-1.52024.1115.18
IMMUNEModel=MiniGPT-4-7B2024.1121.18
AdaShieldModel=Qwen-VL2024.1122.41
IMMUNEModel=MiniGPT-4-13B2024.1126.02
AdaShieldModel=LLaVA-1.62024.1126.91
AdaShieldModel=LLaVA-1.52024.1134.05
FigStepModel=Qwen-VL2024.1140.17
CoCAModel=LLaVA-1.62024.1142.91
AdaShieldModel=MiniGPT-4-7B2024.1143.71
CoCAModel=Qwen-VL2024.1146.36
FigStepModel=LLaVA-1.52024.1147.22
CoCAModel=LLaVA-1.52024.1148.02
OriginalModel=Qwen-VL2024.1148.03
FigStepModel=LLaVA-1.62024.1151.6
AdaShieldModel=MiniGPT-4-13B2024.1151.68
FigStepModel=MiniGPT-4-7B2024.1155.25
OriginalModel=MiniGPT-4-7B2024.1158.79
OriginalModel=LLaVA-1.52024.1162.31
FigStepModel=MiniGPT-4-13B2024.1162.44
CoCAModel=MiniGPT-4-7B2024.1162.78
OriginalModel=LLaVA-1.62024.1166.23
OriginalModel=MiniGPT-4-13B2024.1167.82
CoCAModel=MiniGPT-4-13B2024.1175.72