CXR-RefineDet: Single-Shot Refinement Neural Network for Chest X-Ray Radiograph Based on Multiple Lesions Detection

Table 1

Performance comparison of different backbone networks.

Backbone	mAP	Params (M)
All-Resblock	0.1521	49.98
All-RepVGG block	0.1513	35.15
ResNet-18	0.1409	30.16
ResNet-34	0.1525	40.26
REVGG-A0	0.1374	23.52
REVGG-A1	0.1409	29.77
REVGG-B0	0.1434	30.23
REVGG-B1	0.1488	72.05
RRNet (ours)	0.1572	49.76