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. 2020 Mar 17;8:e8693. doi: 10.7717/peerj.8693

Table 7. IoU and mAP for CRMs from each individual CNN model obtained by averaging IoU and mAP of all abnormal images having GT bounding box information in the RSNA CXR test set.

Metrics VGG-16 VGG-19 Xception Inception-V3 MobileNet NASNet-mobile DenseNet-121
IoU 0.383 0.357 0.377 0.351 0.368 0.375 0.355
mAP@[0.1 0.6] 0.377 0.341 0.388 0.348 0.352 0.382 0.317