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Table 1 Single-scale and multi-scale ablation experiments

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

Scale

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

Wall distance (mm)\(\downarrow\)

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

Time (s)\(\downarrow\)

Single-scale

63.15

11.70±12.35

9.63±8.99

0.50

Two-scale

75.64

6.87±6.53

6.45±6.32

0.41

Three-scale

80.70

4.39 ± 3.50

4.36 ± 4.15

0.38

Four-scale

80.15

4.94±4.76

4.67±5.07

0.43

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