Table 3 Ablation study on varying numbers of ACF modules.

From: Enhanced photovoltaic panel defect detection via adaptive complementary fusion in YOLO-ACF

Model

P(%)\(\uparrow\)

R(%)\(\uparrow\)

mAP50(%)\(\uparrow\)

mAP50-95(%)\(\uparrow\)

Without

81.7

86.8

89.1

60.4

ACF

84.5

92.3

92.6

62.1

2*ACF

87.0

74.0

80.0

51.6

  1. 1. Highlight the best performance in the table using bold font
  2. 2. The \(\uparrow\) indicates the larger value achieved, the better performance is
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