Table 9.
Six experiments were conducted on the network with the addition of the SAA-SDM module and its original counterpart. After training completion, the experiments recorded the best mIoU on the test set and calculated the mean mIoU of the six experiments, along with the ratio between the two means
| Datasets | Methods | Num of test | Mean value | MV rate | |||||
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | ||||
| TRUS | Segformer | 0.81024 | 0.79920 | 0.80826 | 0.81552 | 0.81103 | 0.80494 | 0.8082 | 0.934 |
| _our | 0.86922 | 0.86627 | 0.86805 | 0.86245 | 0.86168 | 0.86344 | 0.8652 | ||
| Chest X-ray | Segformer | 0.85092 | 0.84949 | 0.85345 | 0.85585 | 0.84149 | 0.84889 | 0.8500 | 0.963 |
| _our | 0.87493 | 0.88834 | 0.88948 | 0.88261 | 0.87617 | 0.88574 | 0.8829 | ||