Regression on Building Density
0.021Mean Absolute ErrorUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNet# Tunable Params (M)=17.32026.04 | 0.021 | 0.008 | |
| Prithvi v2-300Setting=Full, # Tunable Params (M)=3242026.04 | 0.025 | 0.01 | |
| DOFA-LargeSetting=Embedding, # Tunable Params (M)=0.462026.04 | 0.025 | 0.016 | |
| LIANet-Large# Tunable Params (M)=0.52026.04 | 0.026 | 0.012 | |
| Micro UNet# Tunable Params (M)=0.492026.04 | 0.027 | 0.016 | |
| TerraMind-baseSetting=Full, # Tunable Params (M)=1022026.04 | 0.027 | 0.011 | |
| DOFA-LargeSetting=Full, # Tunable Params (M)=3572026.04 | 0.027 | 0.011 | |
| LIANet-Base# Tunable Params (M)=0.52026.04 | 0.027 | 0.012 | |
| TerraMind-baseSetting=Frozen, # Tunable Params (M)=15.52026.04 | 0.028 | 0.011 | |
| TerraMind-baseSetting=Embedding, # Tunable Params (M)=0.392026.04 | 0.028 | 0.011 | |
| Prithvi v2-300Setting=Frozen, # Tunable Params (M)=20.32026.04 | 0.028 | 0.011 | |
| DOFA-LargeSetting=Frozen, # Tunable Params (M)=20.32026.04 | 0.029 | 0.012 | |
| Prithvi v2-300Setting=Embedding, # Tunable Params (M)=0.462026.04 | 0.033 | 0.012 |