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ResearchFormerly WizWand

Vulnerability Detection on VulnLLM-R (test)

87.3AccuracySuperIntel Defense-LLM

Evaluation results

Method	Links
SuperIntel Defense-LLM2026.05		87.3	0.904	0.846	0.873	0.097	0.749	66	7	0.745	0.68	0.68	1	1	1	0.857	0.96	0.81
Codex 5.32026.05		83.3	0.853	0.821	0.833	0.153	0.667	64	11	0.855	0.77	0.9	0.94	1	0.89	0.69	0.79	0.71
Gemini 3.1 Pro2026.05		81.3	0.778	0.897	0.811	0.278	0.632	70	20	0.7	0.56	0.95	0.98	0.97	1	0.75	0.83	0.77
Opus 4.62026.05		78	0.732	0.91	0.774	0.361	0.574	71	26	0.72	0.58	0.95	0.85	0.8	0.95	0.632	0.7	0.84
Sonnet 4.62026.05		75.3	0.699	0.923	0.742	0.431	0.531	72	31	0.72	0.58	0.95	0.85	0.8	1	0.632	0.7	0.84
Gemini 3 Flash2026.05		72.7	0.68	0.897	0.714	0.458	0.473	70	33	0.659	0.53	0.95	0.873	0.82	1	0.599	0.69	0.77
GPT-5.42026.05		70.7	0.707	0.744	0.705	0.333	0.412	58	24	0.721	0.67	0.63	0.678	0.69	0.86	0.667	0.76	0.71