Semantic Segmentation on OSM 10m GSD (test)
30.69mIoUConfidence-guided Fusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Confidence-guided FusionZero-shot=true2025.11 | 30.69 | 74.03 | |
| LandSegmenterZero-shot=true2025.11 | 29.35 | 71.93 | |
| PCZero-shot=true, Backbone=LandSegmenter2025.11 | 24.2 | 58.02 | |
| PCZero-shot=true, Backbone=DINO2025.11 | 22.52 | 54.97 | |
| PCZero-shot=true, Backbone=SAM22025.11 | 20.6 | 53.66 | |
| SegEarth-OVZero-shot=true2025.11 | 13.49 | 52.87 | |
| GeoPixelZero-shot=true2025.11 | 12.98 | 38.72 | |
| GeoRSCLIPZero-shot=true2025.11 | 12.58 | 56.15 | |
| ClearCLIPZero-shot=true2025.11 | 11.9 | 48.5 | |
| SCLIPZero-shot=true2025.11 | 11.6 | 47.41 | |
| vanilla CLIPZero-shot=true2025.11 | 10.54 | 48.18 | |
| MaskCLIPZero-shot=true2025.11 | 9.56 | 41.02 | |
| SkyCLIPZero-shot=true2025.11 | 8.65 | 35.56 | |
| RemoteCLIPZero-shot=true2025.11 | 7.32 | 29.54 | |
| RemoteSAMZero-shot=true2025.11 | 1.31 | 2.64 |