Table 9 Performance on BCCD medical dataset (vs. best baseline: +1.2% \(\hbox {mAP}_{50}\), Platelets +1.2%).

From: Multiscale diffusion-enhanced attention network for steel surface defect detection in Polysilicon Production

 

Methods

WBC

RBC

Platelets

\(\hbox {mAP}_{50}\)

BCCD

YOLOv5s

99.5

82.6

83.7

88.6

YOLOv7t

97.6

87.8

92.6

92.7

YOLOv8s

98.3

83.6

93.4

91.8

YOLOv10s

98

85.7

83.5

84.9

YOLOv11s

99.4

84.6

88.4

90.8

FFDDNet15

99.4

83.9

87.7

90.3

Ours

99.5

88.1

93.7

93.8

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