Table 2 Ablation study.

From: A PV cell defect detector combined with transformer and attention mechanism

Method

CCT

PSA

F1 score

mAP50 (%)

mAP50:95 (%)

YOLOv8

  

0.61

0.64

0.41

âś“

 

0.667

0.694

0.457

 

âś“

0.679

0.648

0.432

âś“

âś“

0.697

0.779

0.496