Intrusion Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.8Accuracy
7
Jun 24, 2026
95.9Accuracy
7
Jun 11, 2026
99.95Accuracy
7
Jun 9, 2026
99.58Accuracy
7
Jun 9, 2026
99.97Accuracy
7
Jun 9, 2026
99.98Accuracy
7
Apr 24, 2026
100Accuracy
7
Apr 24, 2026
100Validation Accuracy
7
Apr 24, 2026
55.77LODO F1 Score
7
Apr 14, 2026
99.99Accuracy
7
Mar 24, 2026
52Recall
7
Feb 26, 2026
0.002Inference Time (ms)
7
Feb 26, 2026
99.8Macro F1 Score
6
Jul 7, 2026
100Macro F1-score
6
Jul 7, 2026
99.6Macro F1 Score
6
Jul 7, 2026
98.6Macro F1-score
6
Jul 7, 2026
98Macro F1-score
6
Jul 7, 2026
98.8Macro F1-score
6
Jul 7, 2026
98.5Macro F1 Score
6
Jul 7, 2026
99.4Macro F1-score
6
Jul 7, 2026
99.7Macro F1
6
Jul 7, 2026
99.7Accuracy (IoT-01)
6
Jul 7, 2026
2Training Time (min)
6
Jun 25, 2026
99.89Accuracy
6
Jun 11, 2026
73.2Macro F1-Score
6
Jun 11, 2026