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Security Smell Detection on Chef oracle (test)
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87.7
Precision
IntelliSA
34.66
48.43
62.2
75.97
Jan 21, 2026
Precision
Recall
F1 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
IntelliSA
2026.01
87.7
68.3
76.8
Grok-4
model=Grok-4-fast, Pro...
2026.01
66.7
63.5
65
GPT-5
model=GPT-5-2025-08-07...
2026.01
65.5
34.6
45.3
Grok-4
model=Grok-4-fast, Pro...
2026.01
62.5
57.7
60
GLITCH
2026.01
60.3
73.1
66.1
GPT-5
model=GPT-5-2025-08-07...
2026.01
55.4
59.6
57.4
Claude-4
model=Claude-Sonnet-4....
2026.01
49
49
49
Claude-4
model=Claude-Sonnet-4....
2026.01
45.7
60.6
52.1
SLAC/SLIC
2026.01
36.7
38.5
37.6
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