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Benchmarks
Anomaly Detection on MSL (Acc, F1, Aff-P, R-AR, V-ROC)
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77.7
Validation ROC (V-ROC)
CCM-TAD
64.076
67.613
71.15
74.687
May 30, 2025
Jul 19, 2025
Sep 8, 2025
Oct 28, 2025
Dec 18, 2025
Feb 6, 2026
Mar 29, 2026
Validation ROC (V-ROC)
Accuracy (Acc)
F1 Score (F1)
Affiliation Precision (Aff-P)
Affiliation Recall (Aff-R)
Reconstruction Accuracy/Recall (R-AR)
Reconstruction Average Precision (R-AP)
Validation PR (V-PR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validation ROC (V-ROC)
Accuracy (Acc)
F1 Score (F1)
Affiliation Precision (Aff-P)
Affiliation Recall (Aff-R)
Reconstruction Accuracy/Recall (R-AR)
Reconstruction Average Precision (R-AP)
Validation PR (V-PR)
CCM-TAD
Evaluation Protocol=2
2025.05
77.7
-
-
-
-
-
-
58.1
CATCH
Evaluation Protocol=1
2025.05
73.5
-
-
-
-
-
-
25.6
DBR-AF
2026.03
70.53
99
95.59
57.01
96.68
70.23
19.92
19.72
TimesNet
Evaluation Protocol=1
2025.05
70.3
-
-
-
-
-
-
21.1
CATCH
2026.03
67.81
94.48
78.24
57.38
96.02
68.56
20.9
20.56
Sen.H.(On)
Evaluation Protocol=2
2025.05
67.3
-
-
-
-
-
-
29.1
CCM-TAD
Evaluation Protocol=1
2025.05
66
-
-
-
-
-
-
24.9
xLSTMAD
Evaluation Protocol=1
2025.05
64.6
-
-
-
-
-
-
18
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