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Table 5 Detection results of REFUGE fundus dataset using different methods

From: Enhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale representation

Methods

Average IoU (\(\%\))\(\uparrow\)

Wall distance (mm)\(\downarrow\)

Center of mass distance (mm) \(\downarrow\)

Faster R-CNN [35]

78.63

6.16

7.74

YOLOv3 [37]

75.26

9.23

9.67

DETR [38]

79.35

5.68

6.29

DDPG [39]

64.47

10.89

10.76

YOLOv4 [40]

76.89

8.59

8.20

Our method

79.94

5.37

6.59

  1. The bold is used to highlight the best results in the comparisons