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Benchmarks
Multivariate Time Series Anomaly Detection on SMD (VUS-ROC, Avg, Rank)
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0.7669
VUS-ROC
CCG-MSD
0.583444
0.631072
0.6787
0.726328
May 27, 2026
VUS-ROC
Average Score
Rank
Updated 6d ago
Evaluation Results
Method
Method
Links
VUS-ROC
Average Score
Rank
CCG-MSD
2026.05
0.7669
0.675
1
TimesNet
2026.05
0.6927
0.6
5
iTransformer-recon
2026.05
0.6829
0.601
4
PatchTST-recon
2026.05
0.6774
0.583
7
LSTM-AE
2026.05
0.6707
0.624
2
Sub-Adjacent
2026.05
0.6525
0.6
5
MEMTO
2026.05
0.6445
0.568
9
Linear-AR
2026.05
0.6341
0.55
10
Anomaly Transformer
2026.05
0.6092
0.613
3
DCdetector
2026.05
0.5905
0.57
8
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