Time-Series Anomaly Detection on CICIDS (AUC-PR Variants) benchmark leaderboard · SOTA2 Research

Time-Series Anomaly Detection on CICIDS (AUC-PR Variants)

0.003AP (AUC-PR)TFAD

Evaluation Results

Method	Links
TFAD2024.10		0.003	0.002	0.002
IF2024.10		0.003	0.002	0.003
HBOS2024.10		0.003	0.002	0.002
CATCH2024.10		0.002	0.002	0.003
iTrans2024.10		0.002	0.002	0.002
DualTF2024.10		0.002	0.001	0.002
DC2024.10		0.002	0.001	0.002
TsNet2024.10		0.002	0.002	0.002
DLin2024.10		0.002	0.002	0.002
Modern2024.10		0.001	0.002	0.002
ATrans2024.10		0.001	0.001	0.001
Patch2024.10		0.001	0.002	0.002
NLin2024.10		0.001	0.002	0.002
AE2024.10		0.001	0.001	0.002
Ocsvm2024.10		0.001	0.364	0.389
PCA2024.10		0.001	0.001	0.001