Table 3 Performance of Swin Transformer with Gaussian filters on three classes, where we compare the results under the filter sizes of \(3\times 3\) and \(5\times 5\).

From: Industrial cylinder liner defect detection using a transformer with a block division and mask mechanism

Gaussian filter

Wear

Scratch

Sand hole

mAP

\(3\times 3\)

0.613

0.755

0.733

0.700

\(5\times 5\)

0.678

0.749

0.692

0.706

  1. The best result is in bold.
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