List your company
ResearchFormerly WizWand

Anomaly Detection F1-score on SMAP

0.7118F1 ScoreAnomaly Transformer
0.6371280.6565140.67590.695286Feb 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Anomaly TransformerYear=20212026.020.7118
AutoformerYear=20212026.020.7112
PyraformerYear=2022b2026.020.7109
Non-stationary TransformerYear=2022c2026.020.7109
ReformerYear=20202026.020.704
InformerYear=20212026.020.6992
TransformerYear=20172026.020.697
ETSformerYear=20222026.020.695
DLinearYear=20232026.020.6926
PatchTSTYear=2023b2026.020.6882
MAS4TS2026.020.6858
iTransformerYear=2024b2026.020.6687
TiDEYear=20232026.020.64