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Benchmarks
Multivariate Time Series Anomaly Detection on MSDS
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62.7
VUS-ROC
CCG-MSD
48.348
52.074
55.8
59.526
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
62.7
67.5
1
Anomaly Transformer
2026.05
62.6
61.3
3
Sub-Adjacent
2026.05
59.9
60
5
TimesNet
2026.05
55.9
60
5
LSTM-AE
2026.05
55.3
62.4
2
MEMTO
2026.05
55.2
56.8
9
Linear-AR
2026.05
54.3
55
10
iTransformer-recon
2026.05
52.8
60.1
4
PatchTST-recon
2026.05
49
58.3
7
DCdetector
2026.05
48.9
57
8
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