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Table 3 Multi-agent communication ablation experiments

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

Network backbone

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

Wall distance (mm)\(\downarrow\)

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

DenseNet [11]

80.46

4.52 ± 3.71

4.44 ± 4.55

ResNet 18 [10]

80.70

4.39 ± 3.50

4.36 ± 4.15

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