Table 1.
Performance comparison of HRSTNet-4 using different feature maps on the BraTS 2021 dataset. The numbers listed in the symbol represent the feature maps used in the MRFF block.
| Methods | Average | WT | ET | TC | ||||
|---|---|---|---|---|---|---|---|---|
| HD95 ↓ | DSC ↑ | HD95 ↓ | DSC ↑ | HD95 ↓ | DSC ↑ | HD95 ↓ | DSC ↑ | |
| HRSTNet-4-[16] | 10.42 | 86.26 | 4.32 | 91.02 | 15.92 | 81.20 | 11.02 | 86.56 |
| HRSTNet-4-[16, 32] | 9.96 | 86.44 | 4.90 | 91.00 | 15.79 | 81.63 | 9.18 | 86.69 |
| HRSTNet-4-[8, 16, 32] | 9.07 | 87.10 | 4.34 | 91.72 | 15.44 | 82.29 | 7.41 | 87.29 |
| HRSTNet-4-[4, 8, 16, 32] | 8.94 | 87.48 | 4.09 | 91.90 | 15.62 | 82.92 | 7.11 | 87.62 |