Pixel-wise classification on Dominant Leaf Type Area of interest A+
84IoULIANet-Base
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LIANet-Base# Tunable Params (M)=0.52026.04 | 84 | 91 | 91 | |
| LIANet-Large# Tunable Params (M)=0.52026.04 | 84 | 91 | 91 | |
| LIANet-LargeModel variant=Large, Tunable Params (M)=0.52026.04 | 83 | 90 | 90 | |
| UNet# Tunable Params (M)=17.32026.04 | 83 | 90 | 90 | |
| UNetModel variant=Standard, Tunable Params (M)=17.32026.04 | 82 | 89 | 90 | |
| LIANet-BaseModel variant=Base, Tunable Params (M)=0.52026.04 | 82 | 90 | 90 | |
| TerraMind-baseSetting=Full, # Tunable Params (M)=1022026.04 | 80 | 88 | 89 | |
| Prithvi v2-300Setting=Full, # Tunable Params (M)=3242026.04 | 80 | 88 | 89 | |
| TerraMind-base (Full)Fine-tuning Setting=Full, Tunable Params (M)=1022026.04 | 79 | 87 | 88 | |
| Prithvi v2-300 (Full)Fine-tuning Setting=Full, Tunable Params (M)=3242026.04 | 79 | 87 | 88 | |
| Micro UNet# Tunable Params (M)=0.492026.04 | 79 | 87 | 88 | |
| TerraMind-baseSetting=Frozen, # Tunable Params (M)=15.52026.04 | 79 | 86 | 87 | |
| Micro UNetModel variant=Micro, Tunable Params (M)=0.492026.04 | 78 | 86 | 87 | |
| TerraMind-base (Frozen)Fine-tuning Setting=Frozen, Tunable Params (M)=15.52026.04 | 78 | 85 | 86 | |
| DOFA-LargeSetting=Full, # Tunable Params (M)=3572026.04 | 78 | 86 | 87 | |
| Prithvi v2-300Setting=Frozen, # Tunable Params (M)=20.32026.04 | 77 | 85 | 86 | |
| Prithvi v2-300 (Frozen)Fine-tuning Setting=Frozen, Tunable Params (M)=20.32026.04 | 76 | 84 | 85 | |
| DOFA-Large (Full)Fine-tuning Setting=Full, Tunable Params (M)=3572026.04 | 76 | 85 | 86 | |
| TerraMind-baseSetting=Embedding, # Tunable Params (M)=0.392026.04 | 76 | 85 | 86 | |
| TerraMind-base (Embedding)Fine-tuning Setting=Embedding, Tunable Params (M)=0.392026.04 | 75 | 84 | 85 | |
| DOFA-LargeSetting=Frozen, # Tunable Params (M)=20.32026.04 | 72 | 81 | 83 | |
| DOFA-Large (Frozen)Fine-tuning Setting=Frozen, Tunable Params (M)=20.32026.04 | 71 | 80 | 81 | |
| Prithvi v2-300Setting=Embedding, # Tunable Params (M)=0.462026.04 | 71 | 81 | 82 | |
| Prithvi v2-300 (Embedding)Fine-tuning Setting=Embedding, Tunable Params (M)=0.462026.04 | 70 | 79 | 80 | |
| DOFA-Large (Embedding)Fine-tuning Setting=Embedding, Tunable Params (M)=0.462026.04 | 62 | 72 | 73 | |
| DOFA-LargeSetting=Embedding, # Tunable Params (M)=0.462026.04 | 62 | 73 | 74 |