UNSW-NB
Benchmarks
TaskDatasetSOTA resultTrendResults
UNSW-NB15
99.05Binary Accuracy
34
UNSW-NB15 (test)
95.29F1 Score
33
UNSW-NB15
89.4M.Acc (%)
30
UNSW-NB15
99.27F1 Score
24
UNSW-NB15
92.9G-measure
15
UNSW-NB15 (Transductive)
3.79MR
12
UNSW-NB15
94.49Accuracy
10
UNSW-NB15
91.08ASR
9
UNSW-NB15 d = 4 PCA (test)
87.8Accuracy (Clean)
5
UNSW-NB15
97.1F1 Score
5
UNSW-NB15 (without drift)
99.67Accuracy
5
UNSW-NB15 5.76% Contamination
97.63Accuracy
4
UNSW-NB15 (3.36% Contamination)
97.67Accuracy
4
UNSW-NB15 (test)
95.12F1 Score
4
UNSW-NB15
76.92Accuracy
4
UNSW-NB15 (test)
85.65F1 Score
4
UNSW-NB15 (test)
82.24Accuracy
4
UNSW-NB15
99.6Accuracy
4
UNSW-NB15
97.4Accuracy (Clean)
3
UNSW-NB 15 Full multi-class
99Accuracy
3
UNSW-NB 2015 (average)
23.45F1-macro
3
UNSW-NB15 (test)
0.323MMD
3
UNSW-NB15 (unmodified)
77.71Accuracy
3
UNSW-NB 15
80AUC
3
UNSW-NB15
100Dataset Hash Match
1