Research Article

[Retracted] Magnetic Tile Surface Defect Detection Methodology Based on Self-Attention and Self-Supervised Learning

Table 4

Comparison of SLL method with other supervised methods.

N Nearest-neighbor methodRestNet-50ViT-baseSwin-ViT-baseSSL method

Top-1 accuracy63.0%67.7%78.5%98.3%
Epoch200200200200