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ResearchFormerly WizWand

Vulnerability Detection on PrimeVul Seed: PrimeVul Train (test)

25.93PrecisionNo Aug
4.10049.767715.43521.1023Aug 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
No AugModel Architecture=Devign2025.0825.935.128.55
VulScribeRModel Architecture=CodeT52025.0820.2625.1422.44
VulGenModel Architecture=CodeT52025.0819.8224.0421.73
VGXModel Architecture=LineVul2025.0819.7727.6923.06
AVIATORModel Architecture=LineVul2025.0819.7428.0523.18
VulGenModel Architecture=LineVul2025.0819.3928.2322.99
No AugModel Architecture=CodeT52025.0819.3425.6822.07
ROSModel Architecture=LineVul2025.0818.4830.0522.89
No AugModel Architecture=LineVul2025.0818.3131.1523.06
ROSModel Architecture=CodeT52025.0818.0328.4222.07
VulScribeRModel Architecture=LineVul2025.0817.2931.8822.42
AVIATORModel Architecture=CodeT52025.0816.9631.3322.01
VGXModel Architecture=CodeT52025.0816.6132.7922.05
AVIATORModel Architecture=Reveal2025.088.6536.3213.97
VulScribeRModel Architecture=Reveal2025.087.8149.7613.51
AVIATORModel Architecture=Devign2025.087.7351.8213.45
ROSModel Architecture=Reveal2025.087.5843.6613.07
VulScribeRModel Architecture=Devign2025.087.5755.3713.31
ROSModel Architecture=Devign2025.087.4552.4413.04
No AugModel Architecture=Reveal2025.087.3544.6312.62
VGXModel Architecture=Devign2025.085.6153.6610.15
VGXModel Architecture=Reveal2025.085.4450.739.82
VulGenModel Architecture=Reveal2025.085.2959.279.72
VulGenModel Architecture=Devign2025.084.9459.769.11