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Benchmarks
Anomaly detection on LANL enterprise authentication logs User-level
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27.98
AP
TraXion
17.9856
20.5803
23.175
25.7697
May 7, 2026
AP
AUROC
Max F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
AP
AUROC
Max F1 Score
TraXion
variant=co-occurrence
2026.05
27.98
89.09
39.8
NuLog
2026.05
27.01
84.18
38.73
TraXion
2026.05
23.39
90.8
37.13
LogGPT
2026.05
21.72
83.58
33.62
LogBERT
2026.05
20.83
84.63
29.37
DeepLog
2026.05
20.82
88.68
34.08
UniTraj
2026.05
19.61
79.36
26.48
Tuor-AAAI17
2026.05
18.37
88.78
28.34
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