Method | mIoU (%) | P (%) | R (%) | mPA (%) |
U-Net | 56.17 | 68.46 | 72.52 | 71.11 |
U-Net3+ | 60.56 | 73.75 | 73.41 | 76.28 |
MultilabelRSIR | - | 76.16 | 78.80 | 71.02 |
DeepLabV3+ | 59.36 | 72.35 | 72.14 | 74.96 |
PSPNet | 55.81 | 69.54 | 68.49 | 71.28 |
SAM | 58.22 | - | - | - |
MACU-Net | 61.70 | 76.6 | 70.78 | 77.11 |
MAU-Net | 61.90 | 75.47 | 74.96 | 76.72 |
Rmg + HL | 64.10 | 76.40 | 74.57 | 78.95 |
AttU-Net | 59.52 | 74.87 | 72.29 | 76.13 |
CAU-Net | 63.27 | 76.57 | 74.95 | 74.86 |
SegFormer | 60.97 | 70.62 | 69.36 | 73.63 |
Fursformer | 63.32 | 74.04 | 74.40 | 74.04 |
SCGLU-Net (ours) | 66.64 | 77.40 | 80.58 | 79.65 |