Table 6.
Method | ST | UV | SP | AO | mAP |
SSD | 80.74 | 83.43 | 76.23 | 62.13 | 75.63 |
YOLOv2 | 88.21 | 85.47 | 78.61 | 67.71 | 80.00 |
Faster R-CNN VGG16 | 90.25 | 92.15 | 88.72 | 82.54 | 88.42 |
Faster R-CNN Resnet50 | 91.29 | 93.59 | 90.85 | 81.34 | 89.27 |
Non-NM | 93.41 | 91.76 | 94.38 | 90.34 | 92.47 |
Our method | 97.33 | 97.77 | 96.25 | 94.16 | 96.38 |
AO = aorta, mAP = mean average precision, SP = spine, ST = stomach, UV = umbilical vein.