Method | Parameters (M) | Complexity (G) | mIoU (%) |
U-Net | 99.074 | 54.67 | 58.91 |
U-Net3+ | 26.986 | 198.67 | 61.26 |
MultilabelRSIR | 51.95 | 140.680 | 59.87 |
DeepLabV3+ | 59.34 | 22.243 | 60.27 |
PSPNet | 72.31 | 70.058 | 57.43 |
DPPNet | 61.26 | 74.60 | 59.63 |
MACU-Net | 5.2 | 29.65 | 62.67 |
MAU-Net | 14.55 | 41.263 | 60.53 |
Rmg + HL | 40.75 | 68.23 | 59.70 |
AttU-Net | 34.87 | 66.49 | 61.54 |
CAU-Net | 45.24 | 70.65 | 63.27 |
SegFormer | 47.34 | 79.105 | 60.45 |
HrViT | 28.62 | 27.415 | 60.71 |
TMNet | 20.55 | 47.49 | 61.23 |
SCGLU-Net (ours) | 28.46 | 66.62 | 63.28 |