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Security Smell Detection on Ansible oracle (test)
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94.7
Precision
IntelliSA
45.196
58.048
70.9
83.752
Jan 21, 2026
Precision
Recall
F1 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
IntelliSA
2026.01
94.7
81.8
87.8
Grok-4
model=Grok-4-fast, Pro...
2026.01
85.7
68.2
75.9
Grok-4
model=Grok-4-fast, Pro...
2026.01
83.3
90.9
87
GLITCH
2026.01
74.1
97.7
84.3
GPT-5
model=GPT-5-2025-08-07...
2026.01
74.1
45.5
56.3
GPT-5
model=GPT-5-2025-08-07...
2026.01
67.8
90.9
77.7
Claude-4
model=Claude-Sonnet-4....
2026.01
61
81.8
69.9
Claude-4
model=Claude-Sonnet-4....
2026.01
50.8
75
60.6
SLAC/SLIC
2026.01
47.1
54.5
50.5
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