Visual Jailbreak Defense on Visual Adversarial Attacks epsilon = 64/255
14.32ASRIMMUNE
Evaluation Results
| Method | Links | |
|---|---|---|
| IMMUNEModel=LLaVA-1.62024.11 | 14.32 | |
| IMMUNEModel=Qwen-VL2024.11 | 15.07 | |
| IMMUNEModel=LLaVA-1.52024.11 | 15.18 | |
| IMMUNEModel=MiniGPT-4-7B2024.11 | 21.18 | |
| AdaShieldModel=Qwen-VL2024.11 | 22.41 | |
| IMMUNEModel=MiniGPT-4-13B2024.11 | 26.02 | |
| AdaShieldModel=LLaVA-1.62024.11 | 26.91 | |
| AdaShieldModel=LLaVA-1.52024.11 | 34.05 | |
| FigStepModel=Qwen-VL2024.11 | 40.17 | |
| CoCAModel=LLaVA-1.62024.11 | 42.91 | |
| AdaShieldModel=MiniGPT-4-7B2024.11 | 43.71 | |
| CoCAModel=Qwen-VL2024.11 | 46.36 | |
| FigStepModel=LLaVA-1.52024.11 | 47.22 | |
| CoCAModel=LLaVA-1.52024.11 | 48.02 | |
| OriginalModel=Qwen-VL2024.11 | 48.03 | |
| FigStepModel=LLaVA-1.62024.11 | 51.6 | |
| AdaShieldModel=MiniGPT-4-13B2024.11 | 51.68 | |
| FigStepModel=MiniGPT-4-7B2024.11 | 55.25 | |
| OriginalModel=MiniGPT-4-7B2024.11 | 58.79 | |
| OriginalModel=LLaVA-1.52024.11 | 62.31 | |
| FigStepModel=MiniGPT-4-13B2024.11 | 62.44 | |
| CoCAModel=MiniGPT-4-7B2024.11 | 62.78 | |
| OriginalModel=LLaVA-1.62024.11 | 66.23 | |
| OriginalModel=MiniGPT-4-13B2024.11 | 67.82 | |
| CoCAModel=MiniGPT-4-13B2024.11 | 75.72 |