Table 5 Comparison of \(F_1\) scores with the top five models in CPSC2018.

From: Two-dimensional ECG-based cardiac arrhythmia classification using DSE-ResNet

Model

Average \(F_1\)

\(F_\mathrm{AF}\)

\(F_\mathrm{Block}\)

\(F_\mathrm{PC}\)

\(F_\mathrm{ST}\)

Our model

0.817

0.944

0.913

0.786

0.738

Chen et al.28

0.837

0.933

0.899

0.847

0.779

Cai et al.29

0.830

0.931

0.912

0.817

0.761

He et al.49

0.806

0.914

0.879

0.801

0.742

Yu et al.29

0.802

0.918

0.890

0.789

0.718

Yan et al.29

0.791

0.924

0.882

0.779

0.709

  1. Significant values are in bold.
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