Pixel-wise classification on Dynamic World
76mIoUUNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UNetSetting=from-scratch, # Tunable Params (M)=17.32026.04 | 76 | 83 | 85 | |
| TerraMind-baseSetting=Full, # Tunable Params (M)=1022026.04 | 73 | 79 | 82 | |
| TerraMind-baseSetting=Frozen, # Tunable Params (M)=15.52026.04 | 72 | 78 | 81 | |
| Prithvi v2-300Setting=Full, # Tunable Params (M)=3242026.04 | 71 | 78 | 80 | |
| LIANet-Base# Tunable Params (M)=0.52026.04 | 70 | 78 | 79 | |
| LIANet-Large# Tunable Params (M)=0.52026.04 | 70 | 78 | 80 | |
| Micro UNetSetting=from-scratch, # Tunable Params (M)=0.492026.04 | 68 | 76 | 78 | |
| Prithvi v2-300Setting=Frozen, # Tunable Params (M)=20.32026.04 | 68 | 75 | 77 | |
| DOFA-LargeSetting=Full, # Tunable Params (M)=3572026.04 | 67 | 73 | 77 | |
| DOFA-LargeSetting=Frozen, # Tunable Params (M)=20.32026.04 | 64 | 72 | 74 | |
| TerraMind-baseSetting=Embedding, # Tunable Params (M)=0.392026.04 | 63 | 70 | 71 | |
| Prithvi v2-300Setting=Embedding, # Tunable Params (M)=0.462026.04 | 61 | 70 | 70 | |
| DOFA-LargeSetting=Embedding, # Tunable Params (M)=0.462026.04 | 42 | 51 | 53 |