Table 3.
Summary of the network performance metrics achieved on the test set
| Model | mIoU | t* | p** | mPA | t* | p** | Dice | t* | p** | Acc | t* | p** |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UNet [13] | 0.720 | 29.35 | < 0.05 | 0.820 | 11.02 | < 0.05 | 0.831 | 29.55 | < 0.05 | 0.942 | 24.67 | < 0.05 |
| UNet + + [15] | 0.720 | 37.65 | < 0.05 | 0.812 | 63.36 | < 0.05 | 0.831 | 39.00 | < 0.05 | 0.942 | 31.90 | < 0.05 |
| BPSegSys [16] | 0.729 | -5.12 | < 0.05 | 0.819 | 2.33 |
0.02 (< 0.05) |
0.837 | 2.01 |
0.04 (< 0.05) |
0.944 | 2.61 | < 0.05 |
| VisTR [17] | 0.727 | 6.23 | < 0.05 | 0.822 | 4.64 | < 0.05 | 0.835 | 8.14 | < 0.05 | 0.944 | 3.20 | < 0.05 |
| Q-VUM | 0.734 | - | - | 0.829 | - | - | 0.841 | - | - | 0.944 | - | - |
*t value is calculated by paired T-test for the test results of Q-VUM and other models
**P value is calculated by ANOVA for the test results of Q-VUM and other models calculated