Semantic Segmentation on Sen1Floods11 (test)
91.42mIoUUNet Baseline
Evaluation results
| Method | Links | |
|---|---|---|
| UNet BaselineTraining Data Percentage=100%2026.01 | 91.42 | |
| CROMATraining Data Percentage=100%2026.01 | 90.89 | |
| TerraMindv1-BTraining Data Percentage=100%2026.01 | 90.62 | |
| PrithviTraining Data Percentage=100%2026.01 | 90.37 | |
| SatlasNetTraining Data Percentage=100%2026.01 | 90.3 | |
| THOR-SmallTraining Data Percentage=100%2026.01 | 90.14 | |
| THOR-LargeTraining Data Percentage=100%2026.01 | 89.55 | |
| THOR-BaseTraining Data Percentage=100%2026.01 | 89.44 | |
| DOFATraining Data Percentage=100%2026.01 | 89.37 | |
| THOR-TinyTraining Data Percentage=100%2026.01 | 89.35 | |
| S12-MoCoTraining Data Percentage=100%2026.01 | 89.26 | |
| SpectralGPTTraining Data Percentage=100%2026.01 | 89.07 | |
| S12-DINOTraining Data Percentage=100%2026.01 | 88.61 | |
| S12-Data2VecTraining Data Percentage=100%2026.01 | 88.15 | |
| S12-MAETraining Data Percentage=100%2026.01 | 87.79 | |
| ViT BaselineTraining Data Percentage=100%2026.01 | 87.66 | |
| OlmoEarth v1.1ViT Size=ViT Base, Modalities=S2, Time series=false2026.05 | 80.1 | |
| UniverSat-BModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSL2026.06 | 80.1 | |
| OlmoEarth-LModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSup2026.06 | 79.8 | |
| OlmoEarth v1.1 ViT BaseModalities=S1, Time series=✘, Method=LP2026.05 | 79.7 | |
| TerraMindViT Size=ViT Large, Modalities=S2, Time series=false2026.05 | 79.5 | |
| Galileo-BModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSup2026.06 | 79.4 | |
| CROMA ViT LargeModalities=S1, Time series=✘, Method=LP2026.05 | 78.8 | |
| CROMA-LModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSL2026.06 | 78.8 | |
| TerraMindModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSup2026.06 | 78.7 | |
| Anysat ViT BaseModalities=S1, Time series=✘, Method=LP2026.05 | 77.8 | |
| AnySatModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSL2026.06 | 77.8 | |
| CopernicusFMModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSL2026.06 | 77.6 | |
| DOFAModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSL2026.06 | 77.4 | |
| RemoteCLIPTraining Data Percentage=100%2026.01 | 74.26 | |
| Scale-MAETraining Data Percentage=100%2026.01 | 74.13 | |
| SatlasModality=S1, Temporal Setting=Single timestamp, Evaluation Protocol=Linear Probing, Training Supervision=SSL2026.06 | 72.9 | |
| GFM-SwinTraining Data Percentage=100%2026.01 | 72.6 |