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 |