Malicious Prompt Detection on CC3M (IOD)
0FPRVLMShield
Evaluation Results
| Method | Links | |
|---|---|---|
| VLMShieldTarget Model=LLaVA-1.5-13B2026.04 | 0 | |
| VLMShieldTarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 0 | |
| JailGuardTarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 1.2 | |
| ASTRATarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 1.54 | |
| VLMGuardTarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 1.8 | |
| ASTRATarget Model=LLaVA-1.5-13B2026.04 | 1.97 | |
| ECSOTarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 2.71 | |
| ECSOTarget Model=LLaVA-1.5-13B2026.04 | 3.23 | |
| CIDERTarget Model=LLaVA-1.5-13B2026.04 | 3.36 | |
| CIDERTarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 3.36 | |
| JailGuardTarget Model=LLaVA-1.5-13B2026.04 | 3.86 | |
| VLMGuardTarget Model=LLaVA-1.5-13B2026.04 | 4 | |
| MirrorCheckTarget Model=LLaVA-1.5-13B2026.04 | 8.68 | |
| MirrorCheckTarget Model=Qwen2.5-VL-7B-Instruct2026.04 | 8.68 |