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Benchmarks
Univariate Time Series Anomaly Detection on Yahoo A1
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0.5747
Precision
CARLA
0.039204
0.178227
0.31725
0.456273
Aug 18, 2023
Precision
Recall
F1 Score
AU-PR
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
AU-PR
CARLA
Avg Rank=1
2023.08
0.5747
0.9755
0.7233
-
TranAD
Avg Rank=2
2023.08
0.4185
0.8712
0.5654
-
TS2Vec
Avg Rank=5
2023.08
0.3929
0.6305
0.4841
-
TimesNet
Avg Rank=3
2023.08
0.3808
0.7883
0.5135
-
Donut
Avg Rank=5
2023.08
0.3239
0.9955
0.4888
-
Random
Avg Rank=6.5
2023.08
0.2991
0.9636
0.4565
-
THOC
Avg Rank=5.5
2023.08
0.1495
0.8326
0.2534
-
DCdetector
Avg Rank=8
2023.08
0.0598
0.9434
0.1124
-
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