Multimodal Safety Defense on MM-SafetyBench SD_TYPO
12Average ASRDefenSee
Evaluation Results
| Method | Links | |
|---|---|---|
| DefenSeeTarget Model=Llava 22025.12 | 12 | |
| AdaShield-ATarget Model=Llava 22025.12 | 24 | |
| DefenSeeTarget Model=MiniGPT42025.12 | 92 | |
| AdaShield-STarget Model=Llava 22025.12 | 101 | |
| AdaShield-ATarget Model=MiniGPT42025.12 | 833 | |
| AdaShield-STarget Model=MiniGPT42025.12 | 982 | |
| ECSOTarget Model=Llava 22025.12 | 3,327 | |
| ECSOTarget Model=MiniGPT42025.12 | 4,214 | |
| No DefenseTarget Model=Llava 22025.12 | 4,304 | |
| No DefenseTarget Model=MiniGPT42025.12 | 4,863 |