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Multivariate Time Series Anomaly Detection on PSM (VUS-ROC, Avg, Rank)
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0.733
VUS-ROC
TimesNet
0.57284
0.61442
0.656
0.69758
May 27, 2026
VUS-ROC
Average Score
Rank
Updated 6d ago
Evaluation Results
Method
Method
Links
VUS-ROC
Average Score
Rank
TimesNet
2026.05
0.733
0.6
5
LSTM-AE
2026.05
0.725
0.624
2
CCG-MSD
2026.05
0.705
0.675
1
Anomaly Transformer
2026.05
0.697
0.613
3
Sub-Adjacent
2026.05
0.656
0.6
5
MEMTO
2026.05
0.634
0.568
9
iTransformer-recon
2026.05
0.633
0.601
4
PatchTST-recon
2026.05
0.629
0.583
7
Linear-AR
2026.05
0.613
0.55
10
DCdetector
2026.05
0.579
0.57
8
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