Table 11 The number of calculations and parameters before and after MFRANet ablation.

From: A novel intelligent fault diagnosis method for gearbox based on multi-dimensional attention denoising convolution

Methods

Flops

#Params

MFRANet

52.59M

686.11K

MDSCMod

No DSC

66.7M

868K

ERCAMod

No DSC

66.37M

865.44K

No ECA

66.69M

867.98K

No D&E

66.37M

865.42K

EAMod

No EAMod

52.43M

521.5K

  1. Significance values are in bold.
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