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Multivariate Time Series Anomaly Detection on NIPS-TS-GECCO (test)
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0.9722
AUC-ROC
CATCH
0.309096
0.481248
0.6534
0.825552
Mar 29, 2026
AUC-ROC
AUC-PR
F1 Score
Updated 5d ago
Evaluation Results
Method
Method
Links
AUC-ROC
AUC-PR
F1 Score
CATCH
2026.03
0.9722
0.492
0.7948
DMamba
2026.03
0.9693
0.4632
0.4423
Ours
2026.03
0.8659
0.3372
0.7691
D3R
2026.03
0.8032
0.1239
0.5866
MEMTO
2026.03
0.6096
0.0421
0.696
DCdetector
2026.03
0.5053
0.0172
0.2835
TFMAE
2026.03
0.4929
0.0107
0.4287
A.T.
2026.03
0.3346
0.0148
0.192
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