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Security Smell Detection on Puppet Oracle (test)
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84.6
Precision
IntelliSA
25.216
40.633
56.05
71.467
Jan 21, 2026
Precision
Recall
F1 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
IntelliSA
2026.01
84.6
84.6
84.6
Grok-4
model=Grok-4-fast, Pro...
2026.01
71.8
78.5
75
Grok-4
model=Grok-4-fast, Pro...
2026.01
66.7
73.8
70.1
Claude-4
model=Claude-Sonnet-4....
2026.01
62.3
73.8
67.6
GPT-5
model=GPT-5-2025-08-07...
2026.01
59.3
53.8
56.5
GPT-5
model=GPT-5-2025-08-07...
2026.01
54.2
69.2
60.8
Claude-4
model=Claude-Sonnet-4....
2026.01
50
61.5
55.2
GLITCH
2026.01
41.8
93.8
57.8
SLAC/SLIC
2026.01
27.5
50.8
35.7
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