Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN

Table 3

Assessment results via Soft-NMS.

Network	mAP@0.4	mAP@0.5	mAP@0.6	mAP@0.7	mAP
DetNet59+Soft-NMS	0.6617	0.4751	0.2638	0.0879	0.3721
DeepConv-DilatedNet+Soft-NMS	0.6849	0.4940	0.2863	0.1040	0.3923
ResNet50+Soft-NMS	0.6234	0.4268	0.2495	0.0842	0.3460
ResNet101+Soft-NMS	0.5790	0.3992	0.2077	0.0630	0.3122
VGG16+Soft-NMS	0.5925	0.4179	0.2462	0.0940	0.3377