Time-series Anomaly Detection on SMD (A-R, R-A-R, V-ROC) benchmark leaderboard · SOTA2 Research

Time-series Anomaly Detection on SMD (A-R, R-A-R, V-ROC)

81.1Anomaly Recall (A-R)CATCH

Evaluation Results

Method	Links
CATCH2024.10		81.1	80	79.7
AE2024.10		77.4	78.3	78.2
iTrans2024.10		74.5	76.2	76.1
NLin2024.10		73.8	76.2	76
Patch2024.10		73.6	76	75.8
DLin2024.10		72.8	75.4	75.1
TsNet2024.10		72.7	74.7	74.6
Modern2024.10		72.2	74.3	74.2
PCA2024.10		67.9	65.6	65.5
IF2024.10		66.4	67.9	67.8
DualTF2024.10		63.1	59.4	59.2
HBOS2024.10		62.6	59.7	59.7
Ocsvm2024.10		60.2	57.9	57.8
ATrans2024.10		50.8	50	49.9
DC2024.10		50.2	50.5	50.5
TFAD2024.10		50	50	50