Anomaly detection on LANL enterprise authentication logs Event-level benchmark leaderboard · SOTA2 Research

Anomaly detection on LANL enterprise authentication logs Event-level

3.15APTraXion

Evaluation Results

Method	Links
TraXion2026.05		3.15	94.02	8.06
TraXion2026.05		2.16	87.47	7.82
Tuor-AAAI172026.05		1.03	86.56	5.51
LogBERT2026.05		0.76	88.61	2.04
UniTraj2026.05		0.75	79.98	4.37
DeepLog2026.05		0.62	86.28	2.14
NuLog2026.05		0.61	85.53	2.51
LogGPT2026.05		0.55	78.81	2.17