Table 7 Comparison of computational cost with existing methods based on the bladder tumor dataset. “TTime” represents the total training time for 500 cycles, measured in hours (h). “ITime” refers to the inference time for a single image when performing image segmentation on the test set, measured in seconds per frame (ms/F).
Methods | TTime | ITime |
|---|---|---|
MT | 2.73 | 5.698 |
UAMT | 3.86 | 5.742 |
DTC | 2.42 | 5.261 |
PolypMix | 2.04 | 4.861 |
DSST | 3.82 | 5.188 |
W2sPC | 3.62 | 6.096 |
EMSSL | 3.43 | 9.157 |
UDS-MT(ours) | 3.87 | 5.488 |