Prompt Injection Defense on InternVL Image Evaluation Set 3.5-8B
64.1UIAinjectRemoval
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RemovalBackbone=InternVL3.5-8B, Modality=Image2025.12 | 64.1 | 57.2 | 0 | 0 | |
| ARGUSBackbone=InternVL3.5-8B, Modality=Image2025.12 | 59.7 | 65.3 | 0 | 0 | |
| System PromptBackbone=InternVL3.5-8B, Modality=Image2025.12 | 58 | 64.7 | 1 | 1.3 | |
| ATBackbone=InternVL3.5-8B, Modality=Image2025.12 | 57.8 | 61.1 | 0.3 | 0.3 | |
| No DefenseBackbone=InternVL3.5-8B, Modality=Image2025.12 | 53.1 | 65.5 | 8.6 | 10.5 | |
| Ignore PromptBackbone=InternVL3.5-8B, Modality=Image2025.12 | 50.7 | 63.6 | 7.8 | 8.9 | |
| NoiseBackbone=InternVL3.5-8B, Modality=Image2025.12 | 39.1 | 42.8 | 0 | 0 |