Table 4 Complexity analysis of ConvNeXt-X models on ECG data.

From: A hybrid cardiovascular arrhythmia disease detection using ConvNeXt-X models on electrocardiogram signals

Exp. no.

DB tech.

Model

Build time (s)

Prediction time (s)

1

RO

ConvNeXtBase

1736.39

2.24

ConvNeXtSmall

1737.24

2.19

ConvNeXtTiny

1724.67

2.14

2

STL

ConvNeXtBase

1746.03

2.31

ConvNeXtSmall

1728.45

2.28

ConvNeXtTiny

1725.19

2.25

Back to article page