Multimodal Jailbreaking on VLGuard Unsafe (OOD)
66.7ASRVanilla
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VanillaModel=LLaVA-1.5-7B2026.03 | 66.7 | 3.53 | |
| Static SFTModel=LLaVA-1.5-7B2026.03 | 39.5 | 1.97 | |
| CEMMAModel=LLaVA-1.5-7B2026.03 | 34.2 | 1.68 | |
| VanillaModel=Qwen3-VL-8B2026.03 | 17.9 | 1.36 | |
| Static SFTModel=Qwen3-VL-8B2026.03 | 13.2 | 0.79 | |
| CEMMAModel=Qwen3-VL-8B2026.03 | 5.1 | 0.23 |