Network Intrusion Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.85AUROC
3
Feb 26, 2026
94.86AUROC
3
Feb 26, 2026
93.46AUROC
3
Feb 26, 2026
0.999AUROC
3
Feb 26, 2026
96.11AUROC
3
Feb 26, 2026
21.1F1-macro
2
May 19, 2026
75.56F1-macro
2
May 19, 2026
91.35F1-macro
2
May 19, 2026
98Accuracy
1
Jul 9, 2026
97.89Accuracy
1
Jun 9, 2026
89.1F1 Score
1
Apr 8, 2026
98.2F1 Score
1
Apr 8, 2026
99.85F1 Score
1
Apr 8, 2026