Pixel-wise classification on Dynamic World (Area A0)
75mIoUUNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UNet# Tunable Params (M)=17.32026.04 | 75 | 82 | 84 | |
| TerraMind-baseSetting=Full, # Tunable Params (M)=1022026.04 | 72 | 78 | 81 | |
| LIANet-Base# Tunable Params (M)=0.52026.04 | 72 | 82 | 81 | |
| LIANet-Large# Tunable Params (M)=0.52026.04 | 72 | 81 | 81 | |
| TerraMind-baseSetting=Frozen, # Tunable Params (M)=15.52026.04 | 71 | 77 | 80 | |
| Prithvi v2-300Setting=Full, # Tunable Params (M)=3242026.04 | 71 | 77 | 80 | |
| DOFA-LargeSetting=Full, # Tunable Params (M)=3572026.04 | 70 | 76 | 79 | |
| Prithvi v2-300Setting=Frozen, # Tunable Params (M)=20.32026.04 | 67 | 74 | 76 | |
| Micro UNet# Tunable Params (M)=0.492026.04 | 66 | 73 | 74 | |
| TerraMind-baseSetting=Embedding, # Tunable Params (M)=0.392026.04 | 66 | 73 | 73 | |
| DOFA-LargeSetting=Frozen, # Tunable Params (M)=20.32026.04 | 64 | 71 | 74 | |
| Prithvi v2-300Setting=Embedding, # Tunable Params (M)=0.462026.04 | 60 | 68 | 69 | |
| DOFA-LargeSetting=Embedding, # Tunable Params (M)=0.462026.04 | 47 | 54 | 57 |