Time Series Anomaly Detection on Seasonal 7.7 benchmark leaderboard · SOTA2 Research

Time Series Anomaly Detection on Seasonal 7.7

100Affinity PrecisioniTrans

Evaluation Results

Method	Links
iTrans2024.10		100	98.3	99.2
DLin2024.10		100	98.6	99.3
TsNet2024.10		99.8	98.2	99
CATCH2024.10		99.2	99.8	99.5
Patch2024.10		98.5	98.3	98.4
NLin2024.10		98.2	90.1	94
ATrans2024.10		97	57	71.8
IF2024.10		92.5	98.8	95.6
DC2024.10		88.2	80	83.9
AE2024.10		86.8	99.1	92.5
TFAD2024.10		78.8	91.6	84.7
Ocsvm2024.10		69.7	99.4	82
DualTF2024.10		62.8	80.9	70.7
HBOS2024.10		54.6	91.9	68.5
Modern2024.10		53.4	93.4	67.9
PCA2024.10		48.2	81.7	60.6