Table 4.
Overall bolus localization performance. Best results for each metric are highlighted in bold. For the RMSE we reported the median and the inter-quartile range (in parentheses).
| CNN backbone | ry | RMSE | |
|---|---|---|---|
| CNN Models | VGG16 | 0.432 | 0.606 (0.400–0.917) |
| InceptionV3 | 0.878 | 0.255 (0.146–0.430) | |
| ResNet50 | 0.934 | 0.306 (0.193–0.460) | |
| CNN3 | 0.837 | 0.189 (0.099–0.320) | |
| CNN4 | 0.886 | 0.230 (0.114–0.390) | |
| Friedman’s test | X2(4) = 583.87, p < .001 |