Semantic Segmentation on DFC 2020
55.5mIoUOlmoEarth
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OlmoEarthStart (MA)=S2rgb, New (MB)=S12026.06 | 55.5 | — | — | |
| OlmoEarthStart (MA)=S1, New (MB)=S22026.06 | 55.5 | — | — | |
| OlmoEarthStart (MA)=S2, New (MB)=S12026.06 | 55.5 | — | — | |
| GeoSANEBackbone=Swin-B2026.03 | 54.3 | — | — | |
| PanopticonStart (MA)=S2rgb, New (MB)=S12026.06 | 52.3 | — | — | |
| PanopticonStart (MA)=S1, New (MB)=S22026.06 | 52.3 | — | — | |
| PanopticonStart (MA)=S2, New (MB)=S12026.06 | 52.3 | — | — | |
| OlmoEarthStart (MA)=S2, New (MB)=S12026.06 | 52.1 | — | — | |
| OlmoEarthStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 52.1 | — | — | |
| FG-MAE2023.10 | 51.4 | 69.6 | 66.4 | |
| PanopticonStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 50.8 | — | — | |
| PanopticonStart (MA)=S2, New (MB)=S12026.06 | 50.5 | — | — | |
| CROMABackbone=ViT-L2026.03 | 49.8 | — | — | |
| OlmoEarthStart (MA)=S2rgb, New (MB)=S12026.06 | 49.7 | — | — | |
| OlmoEarthStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 49.7 | — | — | |
| DINOv3Start (MA)=S1, New (MB)=S2¬rgb2026.06 | 49.5 | — | — | |
| PanopticonStart (MA)=S1, New (MB)=S22026.06 | 48.1 | — | — | |
| MAE2023.10 | 48 | 66.9 | 63.5 | |
| OlmoEarthStart (MA)=S1, New (MB)=S22026.06 | 47.4 | — | — | |
| DeluluNetStart (MA)=S2rgb, New (MB)=S12026.06 | 47.3 | — | — | |
| DeluluNetStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 47 | — | — | |
| DeluluNetStart (MA)=S2, New (MB)=S12026.06 | 46.9 | — | — | |
| DeluluNetStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 46.7 | — | — | |
| Supervised2023.10 | 46.2 | 63.3 | 59.2 | |
| PanopticonStart (MA)=S2rgb, New (MB)=S12026.06 | 45.5 | — | — | |
| PanopticonStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 45.5 | — | — | |
| f0Start (MA)=S2, New (MB)=S12026.06 | 45.1 | — | — | |
| f0Start (MA)=S2, New (MB)=S12026.06 | 45.1 | — | — | |
| DINOv3Start (MA)=S2rgb, New (MB)=S12026.06 | 45 | — | — | |
| SatMAEBackbone=ViT-L2026.03 | 44.1 | — | — | |
| DeluluNetStart (MA)=S2rgb, New (MB)=S12026.06 | 43.9 | — | — | |
| DeluluNetStart (MA)=S1, New (MB)=S22026.06 | 43.5 | — | — | |
| MKEStart (MA)=S1, New (MB)=S22026.06 | 43.4 | — | — | |
| f0Start (MA)=S1, New (MB)=S22026.06 | 43.3 | — | — | |
| f0Start (MA)=S1, New (MB)=S22026.06 | 43.3 | — | — | |
| DeluluNetStart (MA)=S1, New (MB)=S22026.06 | 42.8 | — | — | |
| MKEStart (MA)=S2rgb, New (MB)=S12026.06 | 42.2 | — | — | |
| DeluluNetStart (MA)=S2, New (MB)=S12026.06 | 42.1 | — | — | |
| f0Start (MA)=S2rgb, New (MB)=S12026.06 | 41.9 | — | — | |
| f0Start (MA)=S1, New (MB)=S2¬rgb2026.06 | 41.9 | — | — | |
| f0Start (MA)=S2rgb, New (MB)=S12026.06 | 41.9 | — | — | |
| f0Start (MA)=S1, New (MB)=S2¬rgb2026.06 | 41.9 | — | — | |
| MixMatchStart (MA)=S2, New (MB)=S12026.06 | 40.1 | — | — | |
| DINOv3Start (MA)=S1, New (MB)=S22026.06 | 39.4 | — | — | |
| DINOv3Start (MA)=S2, New (MB)=S12026.06 | 39.4 | — | — | |
| MixMatchStart (MA)=S2rgb, New (MB)=S12026.06 | 39.1 | — | — | |
| MixMatchStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 39.1 | — | — | |
| MKEStart (MA)=S1, New (MB)=S2¬rgb2026.06 | 39.1 | — | — | |
| MKEStart (MA)=S2, New (MB)=S12026.06 | 38 | — | — | |
| MixMatchStart (MA)=S1, New (MB)=S22026.06 | 35.4 | — | — |