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Benchmarks
Network Intrusion Detection on UNSW-NB15 (test)
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0.9717
AUROC
Supervised (Classical)
0.756732
0.812541
0.86835
0.924159
Dec 4, 2025
Dec 25, 2025
Jan 16, 2026
Feb 7, 2026
Mar 1, 2026
Mar 23, 2026
Apr 14, 2026
AUROC
MCC
Updated 3d ago
Evaluation Results
Method
Method
Links
AUROC
MCC
Supervised (Classical)
Protocol=Full Test Set...
2025.12
0.9717
-
Unsupervised (HQC)
Protocol=Full Test Set...
2025.12
0.9009
-
Unsupervised (Classical)
Protocol=Full Test Set...
2025.12
0.8976
-
RSST-NIDS
Training Dataset=CIC-I...
2026.04
0.847
0.57
CCSSL-style
Training Dataset=CIC-I...
2026.04
0.814
0.48
SSL (Contrastive)
Training Dataset=CIC-I...
2026.04
0.801
0.46
Transformer (Supervised)
Training Dataset=CIC-I...
2026.04
0.765
0.37
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