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Benchmarks
Vulnerability Detection on R2Vul
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100
Precision
Qwen2.5-Coder-7B-Inst
49.8408
62.8629
75.885
88.9071
Feb 7, 2026
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
Qwen2.5-Coder-7B-Inst
Source Type=Open-Sourc...
2026.02
100
1.55
3.04
Qwen2.5-Coder-14B-Inst
Source Type=Open-Sourc...
2026.02
77.52
25.5
38.37
R2Vul 7B
Source Type=Open-Sourc...
2026.02
73.8
84.55
78.81
SecCoderX RM 8B
Source Type=Open-Sourc...
2026.02
72.66
70.97
71.8
Qwen3-14B
Source Type=Open-Sourc...
2026.02
71.8
42.16
53.13
Qwen3-8B
Source Type=Open-Sourc...
2026.02
68.52
46.36
55.3
GPT-4.1
Source Type=Closed-Source
2026.02
61.6
67.99
64.64
Gemini-2.5-Flash
Source Type=Closed-Source
2026.02
51.77
84.11
64.09
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