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Benchmarks
Prompt Injection Defense on Qwen2.5-VL-7B Video Evaluation Set
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46.5
UIAinject
ARGUS
15.508
23.554
31.6
39.646
Dec 5, 2025
UIAinject
UIAclean
AIA
AIFA
Updated 1mo ago
Evaluation Results
Method
Method
Links
UIAinject
UIAclean
AIA
AIFA
ARGUS
Backbone=Qwen2.5-VL-7B...
2025.12
46.5
45.6
0.2
0.2
AT
Backbone=Qwen2.5-VL-7B...
2025.12
44.3
44.9
2.3
2.5
No Defense
Backbone=Qwen2.5-VL-7B...
2025.12
41.8
45.6
15.4
16.8
System Prompt
Backbone=Qwen2.5-VL-7B...
2025.12
38.5
42.9
11.5
12.3
Removal
Backbone=Qwen2.5-VL-7B...
2025.12
36
35.8
3
3.9
Ignore Prompt
Backbone=Qwen2.5-VL-7B...
2025.12
32.4
43.5
24
25.5
Noise
Backbone=Qwen2.5-VL-7B...
2025.12
16.7
22.5
17.5
22.4
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