Intrusion Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100Accuracy (A)
11
Apr 24, 2026
100Accuracy
11
Apr 24, 2026
0.899AUC-PR
10
May 26, 2026
75ADP (Mean)
10
May 11, 2026
100ADP (Mean)
10
May 11, 2026
100Accuracy
10
Jun 23, 2026
99.4AUC-ROC
10
Mar 4, 2026
71.64Accuracy
10
Feb 26, 2026
100Recall
10
Feb 26, 2026
96.55Precision
9
Jun 18, 2026
94.3AUC-PR
9
May 26, 2026
100ADP (Mean)
9
May 11, 2026
100Accuracy (%)
9
Mar 17, 2026
99.2Benign F1
9
Feb 26, 2026
100ADP (Mean)
8
May 11, 2026
100ADP (Mean)
8
May 11, 2026
6.82F1 Score
8
Apr 21, 2026
32.61F-Score
8
Apr 21, 2026
56.34F-Score
8
Apr 21, 2026
174.76F-Score
8
Apr 21, 2026
91.11Accuracy
8
Mar 25, 2026
96.43Accuracy
8
Mar 25, 2026
97.87Macro-F1
7
Jul 7, 2026
98.67Macro F1
7
Jul 7, 2026
99.87Macro-F1
7
Jul 7, 2026