Canopy Height Mapping on Open-Canopy standardized 10m resolution 1.0 (test)
2.44MAE (m)Fogel 2024
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fogel 2024Input images=Spot 6-7 (1.5m), Reference images=ALS (1.5m), Evaluation resolution=10m (downsampled via max pooling)2025.12 | 2.44 | 3.62 | 15.81 | 89.95 | |
| SERA-HInput images=S1-S2 (10m), Reference images=ALS (2.5m), Evaluation resolution=10m2025.12 | 3 | 4.11 | 18.65 | 89.35 | |
| Schwartz 2025Input images=S1-S2 (10m), Reference images=GEDI (10m), Evaluation resolution=10m2025.12 | 3.36 | 4.95 | 22.82 | 55.12 | |
| Pauls 2025Input images=S1-S2 (10m), Reference images=GEDI (10m), Evaluation resolution=10m2025.12 | 3.72 | 4.9 | 23.19 | 55.71 | |
| Liu 2023Input images=Planet (3m), Reference images=ALS (3m), Evaluation resolution=10m (downsampled via max pooling)2025.12 | 4.09 | 5.66 | 28.79 | 81.43 | |
| Tolan 2024Input images=Maxar (1m), Reference images=ALS (1m), Evaluation resolution=10m (downsampled via max pooling)2025.12 | 6.31 | 8.24 | 39.38 | 71.37 |