Semantic Segmentation on AeroRIT (test)
91.91Accuracy (Buildings)SpecAware
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SpecAware2025.10 | 91.91 | 96.41 | 87.62 | 90.37 | 91.93 | 92.85 | 91.65 | 88.63 | 78.78 | |
| ABCNet2025.10 | 88.32 | 94.89 | 82.37 | 89.36 | 79.08 | 89.64 | 86.8 | 83.56 | 71.7 | |
| FreeNet2025.10 | 87.26 | 97.29 | 79.05 | 82.87 | 78.93 | 89.57 | 85.08 | 83.47 | 68.76 | |
| PatchOut2025.10 | 83.56 | 96.93 | 87.21 | 84.96 | 75.96 | 91.38 | 85.72 | 86.21 | 75.13 | |
| HyperSIGMAarchitecture=spatial-spectral dual-branch2025.10 | 82.23 | 96.8 | 86.76 | 84.79 | 67.39 | 90.8 | 83.6 | 85.22 | 73.73 | |
| SpectralEarthdecoder=UPerNet2025.10 | 81.97 | 96.59 | 89.78 | 96.69 | 82.24 | 92.1 | 89.45 | 87.35 | 77.84 | |
| UM2Former2025.10 | 81.69 | 96.11 | 82.72 | 79.45 | 80.12 | 89.29 | 84.02 | 82.99 | 69.34 | |
| UNetFormer2025.10 | 78.92 | 94.87 | 86.98 | 82.9 | 80.04 | 89.65 | 84.74 | 83.49 | 71.61 |