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Vulnerability Detection on PyVul (test)
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82.7
Recall
MULTIVER
2.204
23.102
44
64.898
Feb 19, 2026
Recall
Precision
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall
Precision
F1 Score
MULTIVER
Type=Zero-shot
2026.02
82.7
48.8
61.4
GPT-3.5
Type=Fine-tuned
2026.02
81.3
63.9
71.6
CodeQwen
Type=Fine-tuned
2026.02
75.3
60.1
66.9
CodeQwen
Type=Zero-shot
2026.02
66.9
57.4
61.8
GPT-3.5
Type=Zero-shot
2026.02
61.1
50.8
55.5
GPT-4
Type=Zero-shot
2026.02
33.3
65.8
44.3
CodeQL
Type=Rule
2026.02
10.8
-
-
Bandit
Type=Rule
2026.02
5.3
-
-
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