Table 4 Design of ablation experiment.

From: Lightweight insulator target detection algorithm based on improved YOLOX

Experiment

DWConv

SPPF-CSP

SPPF-N-CSP

CA

CBAM

E-CBAM

WIoU

σWIOU

1

×

×

×

×

×

×

×

×

2

√

×

×

×

×

×

×

×

3

×

√

×

×

×

×

×

×

4

×

×

√

×

×

×

×

×

5

×

×

×

√

×

×

×

×

6

×

×

×

×

√

×

×

×

7

×

×

×

×

×

√

×

×

8

×

×

×

×

×

×

√

×

9

×

×

×

×

×

×

×

√

10

√

×

√

√

×

√

×

√

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