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Time Series Anomaly Detection on TSB-AD-U
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33
AUC-PR
GTM
7
13.75
20.5
27.25
Feb 5, 2025
AUC-PR
AUC-ROC
VUS-PR
VUS-ROC
F1 Score (Standard)
F1 Score (PA)
F1 Score (Event-based)
F1 Score (R-based)
F1 Score (Affiliation)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC-PR
AUC-ROC
VUS-PR
VUS-ROC
F1 Score (Standard)
F1 Score (PA)
F1 Score (Event-based)
F1 Score (R-based)
F1 Score (Affiliation)
GTM
2025.02
33
71
36
78
38
86
71
36
91
MOMENT
Training=Fine-tuned
2025.02
30
69
39
76
35
65
49
35
86
TimesFM
2025.02
28
67
30
74
34
84
63
34
89
Chronos
2025.02
26
66
27
73
32
83
61
33
88
Lag-Llama
2025.02
25
65
27
72
30
77
59
31
88
TimesNet
2025.02
18
61
26
72
24
67
47
21
86
FITS
2025.02
17
61
26
73
23
65
42
20
86
AnomalyTransformer
2025.02
8
50
12
56
12
53
34
14
77
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