Table 8 MEFABlock ablation experiments.

From: A multi-branch feature enhancement-based detection and hierarchical chaotic encryption fusion method for sensitive targets in remote sensing images

Baseline

Three-branch

+ECA

+CBAM

P/%

R/%

F1-score

mAP@0.5

mAP@0.5:0.95

âś“

   

83.6

80.2

81.8

87.3

64.4

âś“

âś“

  

85.1

82.8

83.9

89.1

65.7

âś“

âś“

âś“

 

85.3

83.2

84.2

89.4

65.9

âś“

âś“

 

âś“

86.0

82.5

84.2

89.3

66.0

âś“

âś“

âś“

âś“

85.9

82.8

84.3

89.3

66.1

  1. Significance value bold.