Pixel-wise Classification on PASTIS PANGAEA benchmark
34mIoULIANet-Modified
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LIANet-ModifiedTunable Parameters (M)=0.872026.04 | 34 | 46 | 46 | |
| TerraMind-baseSetting=Full, Tunable Parameters (M)=1022026.04 | 26 | 35 | 33 | |
| TerraMind-baseSetting=Embedding, Tunable Parameters (M)=0.392026.04 | 24 | 31 | 32 | |
| TerraMind-baseSetting=Frozen, Tunable Parameters (M)=15.52026.04 | 23 | 30 | 32 | |
| Prithvi v2-300Setting=Full, Tunable Parameters (M)=3242026.04 | 23 | 29 | 32 | |
| Prithvi v2-300Setting=Frozen, Tunable Parameters (M)=20.32026.04 | 21 | 28 | 30 | |
| Prithvi v2-300Setting=Embedding, Tunable Parameters (M)=0.462026.04 | 19 | 25 | 27 | |
| DOFA-LargeSetting=Full, Tunable Parameters (M)=3572026.04 | 19 | 23 | 28 | |
| UNetTunable Parameters (M)=17.32026.04 | 18 | 26 | 26 | |
| DOFA-LargeSetting=Frozen, Tunable Parameters (M)=20.32026.04 | 17 | 24 | 25 | |
| DOFA-LargeSetting=Embedding, Tunable Parameters (M)=0.462026.04 | 14 | 19 | 19 | |
| Micro UNetTunable Parameters (M)=0.492026.04 | 13 | 19 | 19 |