Multimodal Safety Defense on MM-SafetyBench SD
0.09Average ASRDefenSee
Evaluation Results
| Method | Links | |
|---|---|---|
| DefenSeeTarget Model=Llava 22025.12 | 0.09 | |
| AdaShield-ATarget Model=Llava 22025.12 | 0.18 | |
| AdaShield-STarget Model=Llava 22025.12 | 0.36 | |
| DefenSeeTarget Model=MiniGPT42025.12 | 1.58 | |
| AdaShield-ATarget Model=MiniGPT42025.12 | 8.78 | |
| AdaShield-STarget Model=MiniGPT42025.12 | 11.37 | |
| ECSOTarget Model=Llava 22025.12 | 36.01 | |
| No DefenseTarget Model=Llava 22025.12 | 39.32 | |
| ECSOTarget Model=MiniGPT42025.12 | 45.45 | |
| No DefenseTarget Model=MiniGPT42025.12 | 47.38 |