Building Extraction on WHU (test)
92.15IoUUANet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UANetYear=20232023.07 | 92.15 | 95.91 | 95.96 | 95.86 | |
| UAGLNetTrained on=WHU2025.12 | 92.07 | 95.87 | — | — | |
| BuildFormerTrained on=WHU2025.12 | 91.44 | 95.53 | — | — | |
| CBRNetYear=20212023.07 | 91.4 | 95.51 | 95.31 | 95.7 | |
| BCTNetYear=20232023.07 | 91.15 | 95.37 | 95.47 | 95.27 | |
| FD-NetYear=20232023.07 | 91.14 | 95.36 | 95.27 | 95.46 | |
| BuildFormerYear=2022, Implementation=Re-implemented2023.07 | 90.73 | 95.14 | 95.15 | 95.14 | |
| LCSYear=20222023.07 | 90.71 | 95.12 | 95.38 | 94.86 | |
| MA-FCNYear=20192023.07 | 90.7 | 95.15 | 95.2 | 95.1 | |
| BOMSNetYear=20222023.07 | 90.15 | 94.8 | 95.14 | 94.5 | |
| DSNetYear=2020, Implementation=Re-implemented2023.07 | 89.54 | 94.48 | 94.05 | 94.91 | |
| MSNetYear=20222023.07 | 89.07 | 93.96 | 94.83 | 93.12 | |
| HRNetTrained on=WHU2025.12 | 88.21 | 93.73 | — | — | |
| UNetTrained on=WHU2025.12 | 88.08 | 93.66 | — | — | |
| UNetYear=2015, Implementation=Re-implemented2023.07 | 85.92 | 92.39 | 91.78 | 93.01 | |
| HRNetYear=2019, Implementation=Re-implemented2023.07 | 85.64 | 92.27 | 91.69 | 92.85 | |
| UAGLNetTrained on=Inria2025.12 | 84.2 | 91.42 | — | — | |
| BuildFormerTrained on=Inria2025.12 | 75.56 | 86.07 | — | — | |
| HRNetTrained on=Inria2025.12 | 72.52 | 84.08 | — | — | |
| UNetTrained on=Inria2025.12 | 67.06 | 80.28 | — | — |