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Anomaly Detection F1-score on SMAP
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0.7118
F1 Score
Anomaly Transformer
0.637128
0.656514
0.6759
0.695286
Feb 3, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Anomaly Transformer
Year=2021
2026.02
0.7118
Autoformer
Year=2021
2026.02
0.7112
Pyraformer
Year=2022b
2026.02
0.7109
Non-stationary Transformer
Year=2022c
2026.02
0.7109
Reformer
Year=2020
2026.02
0.704
Informer
Year=2021
2026.02
0.6992
Transformer
Year=2017
2026.02
0.697
ETSformer
Year=2022
2026.02
0.695
DLinear
Year=2023
2026.02
0.6926
PatchTST
Year=2023b
2026.02
0.6882
MAS4TS
2026.02
0.6858
iTransformer
Year=2024b
2026.02
0.6687
TiDE
Year=2023
2026.02
0.64
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