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Benchmarks
Building Height Estimation on Sentinel
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1.89
RMSE
T-SwinUNet (Transformer)
1.7216
2.8583
3.995
5.1317
Feb 10, 2026
RMSE
wRMSE (m)
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
wRMSE (m)
MAE
T-SwinUNet (Transformer)
Spatial res.=10 m grid...
2026.02
1.89
-
-
Transformer+CNN (DL)
Spatial res.=10 m grid...
2026.02
3.5
-
-
SBHE (CNN)
Spatial res.=10 m grid...
2026.02
4.62
-
-
U-Net (DL)
Spatial res.=10 m grid...
2026.02
4.65
-
-
SEResNet (DL)
Spatial res.=100 m gri...
2026.02
5.26
-
-
Random Forest (ML)
Spatial res.=10 m grid...
2026.02
6.1
-
-
XGBoost (ML)
Spatial res.=Per-bldg,...
2026.02
-
-
1.78
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