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Benchmarks
Multivariate Time Series Anomaly Detection on MSL (VUS-ROC, Avg, Rank)
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0.653
VUS-ROC
CCG-MSD
0.53964
0.56907
0.5985
0.62793
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
0.653
0.675
1
iTransformer-recon
2026.05
0.647
0.601
4
LSTM-AE
2026.05
0.645
0.624
2
PatchTST-recon
2026.05
0.629
0.583
7
Sub-Adjacent
2026.05
0.6
0.6
5
Anomaly Transformer
2026.05
0.588
0.613
3
DCdetector
2026.05
0.581
0.57
8
MEMTO
2026.05
0.559
0.568
9
TimesNet
2026.05
0.554
0.6
5
Linear-AR
2026.05
0.544
0.55
10
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