Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multivariate Time Series Anomaly Detection on NIPS-TS Swan (test)
Loading...
84.2
AUC-ROC
Ours
41.8616
52.8533
63.845
74.8367
Mar 29, 2026
AUC-ROC
AUC-PR
F1-score
Updated 5d ago
Evaluation Results
Method
Method
Links
AUC-ROC
AUC-PR
F1-score
Ours
2026.03
84.2
77.92
74.87
DMamba
2026.03
77.84
64.64
74.53
D3R
2026.03
53.4
40.97
67.57
CATCH
2026.03
52.03
44.46
75.85
MEMTO
2026.03
51.12
49.06
73.91
EDAD
2026.03
50.1
32.6
73.9
DCdetector
2026.03
48.5
31.71
73.56
TFMAE
2026.03
48.35
32.18
73.43
A.T.
2026.03
43.49
28.62
73.09
Feedback
Search any
task
Search any
task