Threat Detection on SIEM log entries 20,000 benchmark leaderboard · SOTA2 Research

Threat Detection on SIEM log entries 20,000

82.8AccuracySQM

Evaluation Results

Method	Links
SQM2026.04		82.8	79.5	70.8	74.9	12
gpt-4o-mini2026.04		82.6	77.3	79.2	78.2	15.3
Llama-3.32026.04		76	67.2	77	71.7	24.6
gemma2026.04		70.1	59.8	74.4	66.3	32.7
XGBoost2026.04		67.2	77.5	24.2	36.8	4.6
AdaBoost2026.04		67.1	78.9	23	35.7	4
DeepSeek-V32026.04		67.1	55.5	84.8	67.1	44.5
gpt-4o2026.04		62.1	51.4	75.8	61.3	46.9
DT2026.04		60.8	50.4	49.2	49.8	31.6
NB2026.04		59.2	37.2	4.5	8	5
LogReg2026.04		59	48.4	55.1	51.5	38.4
Qwen32026.04		51.4	44.7	95.8	61	77.6