Flood Inundation Mapping on Sen1Flood11
90.8mIoUU-Net Base
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| U-Net BaseParams (M)=312026.01 | 90.8 | 84.03 | 95.4 | |
| TerraMindv1-BParams (M)=1032026.01 | 90.6 | 82.9 | 95.01 | |
| Prithvi-CAFEParams (M)=45.52026.01 | 90.5 | 83.41 | 97.8 | |
| Prithvi 2.0 600MParams (M)=6502026.01 | 90.3 | 82.5 | 94.8 | |
| Prithvi 2.0 300MParams (M)=5.5, adapter=LoRA2026.01 | 90.04 | — | — | |
| U-Prithvi2026.01 | 89.73 | 82.22 | — | |
| Prithvi 2.0 300MParams (M)=3192026.01 | 89.7 | 82.2 | 97.6 | |
| DOFAParams (M)=4102026.01 | 89.37 | 81.54 | 94.2 | |
| Spectral GPTParams (M)=6002026.01 | 89.07 | 81.02 | — | |
| U-NetParams (M)=312026.01 | 88.84 | 80.69 | — | |
| S12-DINOParams (M)=852026.01 | 88.61 | 80.25 | 93.75 | |
| Prithvi 2.0 300MParams (M)=20, adapter=ViT Adapter2026.01 | 88.52 | — | — | |
| DeCURParams (M)=25, training=Full FT2026.01 | 86.87 | — | — | |
| GFM-SwimParams (M)=82.512026.01 | 72.6 | 52.36 | 82.51 | |
| RemoteCLIPParams (M)=83.832026.01 | 72.26 | 55.18 | 83.83 | |
| DeepSARFlood2026.01 | — | 72.22 | — | |
| MM UNet2026.01 | — | 73.84 | — |