Table 6.
U-Net | Metric | Median | Std | Shapiro | t-test | Wilcoxon | F-test | Bartlett | Levene |
---|---|---|---|---|---|---|---|---|---|
64 | Dice | 0.484 | 0.300 | 1.11e−8 | 9.20e−5 | 1.52e−5 | 0.490 | 0.490 | 0.437 |
128 | Dice | 0.574 | 0.315 | 3.91e−10 | |||||
64 | IoU | 0.320 | 0.259 | 1.38e−7 | 1.42e−5 | 6.44e−5 | 0.182 | 0.182 | 0.0337 |
128 | IoU | 0.403 | 0.285 | 1.90e−8 |
The U-Nets with different depths are distinguished here according to whether the maximum dimensionality of a Conv2D layer is 64 or 128. The table also contains the p values of Shapiro–Wilk tests for testing the normality separately for Dice and IoU values of each U-Net, and p values of t-tests, Wilcoxon tests, F-tests, Bartlett’s tests, and Levene’s tests comparing the two U-Nets.