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Benchmarks
Multivariate Time-series Anomaly Detection on SMD 1-8
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87.2
AUROC
CANDI
71.288
75.419
79.55
83.681
Apr 2, 2026
AUROC
AUPRC
F1 Score
Updated 15d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
F1 Score
CANDI
alpha=0.5%, Backbone=M...
2026.04
87.2
43.2
39.3
CANDI
alpha=1.0%, Backbone=M...
2026.04
87.2
43.4
40.9
CANDI
alpha=5.0%, Backbone=M...
2026.04
86.7
42.3
21.3
M2N2
alpha=0.5%, Backbone=M...
2026.04
83.7
40.7
40.6
M2N2
alpha=1.0%, Backbone=M...
2026.04
80.5
37.6
38.9
M2N2
alpha=5.0%, Backbone=M...
2026.04
77.2
35.4
11.5
Pretrained
alpha=0.5%, Backbone=M...
2026.04
71.9
33.2
37.7
Pretrained
alpha=1.0%, Backbone=M...
2026.04
71.9
33.2
36.2
Pretrained
alpha=5.0%, Backbone=M...
2026.04
71.9
33.2
9.2
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