Intrusion Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
74.81Macro-F1
6
Jun 11, 2026
0.05Time (µs)
6
Jun 4, 2026
99.69Accuracy
6
Apr 28, 2026
99.973Accuracy
6
Apr 28, 2026
63F1 Score
6
Mar 4, 2026
88F1 Score
6
Mar 4, 2026
97F1 Score
6
Mar 4, 2026
64F1 Score
6
Mar 4, 2026
1TNR
6
Feb 26, 2026
1TNR
6
Feb 26, 2026
100TNR
6
Feb 26, 2026
0.018Latency (ms)
6
Feb 26, 2026
100AUC
5
Jul 1, 2026
87.8Accuracy (Clean)
5
Jun 24, 2026
0.187Latency (ms)
5
Jun 18, 2026
92.1Accuracy
5
Jun 12, 2026
99.79Accuracy
5
Jun 11, 2026
98.1Accuracy
5
Jun 25, 2026
99.98Accuracy
5
Apr 24, 2026
97.1AUC-ROC
5
Mar 4, 2026
99.92Accuracy
5
Feb 26, 2026
82.5Recall (A1)
5
Feb 26, 2026
99.13F1 Score
4
Jun 23, 2026
89AUC
4
Jun 15, 2026
97Brute-force Login Score
4
Jun 9, 2026