Semantic Segmentation on DW 10m GSD (test)
46.06mIoUConfidence-guided Fusion
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Confidence-guided FusionZero-shot=true2025.11 | 46.06 | 69.35 | |
| LandSegmenterZero-shot=true2025.11 | 44.08 | 67.37 | |
| PCZero-shot=true, Backbone=LandSegmenter2025.11 | 40 | 65.36 | |
| PCZero-shot=true, Backbone=DINO2025.11 | 37.5 | 62.57 | |
| PCZero-shot=true, Backbone=SAM22025.11 | 35.76 | 60.88 | |
| SegEarth-OVZero-shot=true2025.11 | 28.23 | 55.74 | |
| GeoRSCLIPZero-shot=true2025.11 | 27.58 | 57.13 | |
| SCLIPZero-shot=true2025.11 | 25.91 | 54 | |
| ClearCLIPZero-shot=true2025.11 | 25.85 | 54.42 | |
| vanilla CLIPZero-shot=true2025.11 | 23.99 | 52.55 | |
| SkyCLIPZero-shot=true2025.11 | 23.96 | 51.46 | |
| RemoteCLIPZero-shot=true2025.11 | 23.95 | 48.92 | |
| GeoPixelZero-shot=true2025.11 | 21.05 | 39.95 | |
| MaskCLIPZero-shot=true2025.11 | 19.39 | 43.96 | |
| RemoteSAMZero-shot=true2025.11 | 6.03 | 17.61 |