KDD
Benchmarks
TaskDatasetSOTA resultTrendResults
KDD 12
0.817AUC
46
KDD12
0.813AUC
39
KDD 12 (test)
80.28AUC
33
KDD 21
61.6Accuracy @1
25
KDD
0.49Average Rel Abs Error
16
NSL-KDD (Abnormal)
100Accuracy (%)
10
NSL-KDD Normal
94Accuracy
10
KDD
0.7Average RRSE
10
KDD99
99.6EN Accuracy
10
KDD99
95.4Avg G-mean
10
KDD
2.5Running Time (s)
9
KDD 50% (test)
98.4F1 Score
6
kdd
0.146Runtime (s)
5
kdd 25% query size
0.137Runtime (s)
5
kdd 50% query size
0.126Runtime (s)
5
kdd discrete (test)
-2.12Log-Likelihood
3
Abnormal KDD
34.1Accuracy
2
Abnormal KDD
100Accuracy
2
KDD Normal
85.5Accuracy
2
KDD Normal
100Accuracy (KDD Normal)
2
KDD 2010
50.41P@10
1