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Prompt Injection Detection on PopUp attack (top visited websites)

91.13Accuracy

WebAgentGuard-8B

Updated 4d ago

Evaluation Results

Method	Links
WebAgentGuard-8B 2026.04		91.13	90.18	91.31	90.74
GPT-4.1 2026.04		90.45	80.08	100	88.94
GPT-4o 2026.04		82.78	78.86	99.86	88.13
WebAgentGuard-4B 2026.04		82.11	70.55	89.98	79.09
Qwen3-VL-Instruct-4B 2026.04		72.21	44.37	97.03	60.9
GPT-4o-Mini 2026.04		70.06	41.52	91.78	57.18
Qwen3-VL-Instruct-8B 2026.04		62.8	22.62	99.09	36.83
Qwen2.5-VL-Instruct-7B 2026.04		59.53	21.35	87.44	34.32
Prompt-Guard-2-86M 2026.04		52.05	2.06	50	3.96
GuardReasoner-VL-7B 2026.04		52	1.34	50	2.61
Llama-Guard-3-Vision-11B 2026.04		51.65	4.02	45.34	7.39
Prompt-Guard-1-86M 2026.04		50.81	33.12	48.12	39.24
Llama-3.2-Vision-Instruct-11B 2026.04		44.92	5.53	40.87	9.74