Semantic Segmentation on LoveDA 0.3m GSD (test)
40.87mIoUConfidence-guided Fusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Confidence-guided FusionZero-shot=true2025.11 | 40.87 | 59.15 | |
| LandSegmenterZero-shot=true2025.11 | 40.4 | 58.97 | |
| RemoteCLIPZero-shot=true2025.11 | 37.22 | 56.63 | |
| SegEarth-OVZero-shot=true2025.11 | 36.91 | 54.4 | |
| SCLIPZero-shot=true2025.11 | 33.33 | 51.24 | |
| ClearCLIPZero-shot=true2025.11 | 32.79 | 52.3 | |
| SkyCLIPZero-shot=true2025.11 | 32.14 | 47.87 | |
| GeoRSCLIPZero-shot=true2025.11 | 31.56 | 50.03 | |
| MaskCLIPZero-shot=true2025.11 | 27.8 | 42.43 | |
| vanilla CLIPZero-shot=true2025.11 | 27.59 | 46.63 | |
| PCZero-shot=true, Backbone=LandSegmenter2025.11 | 27.47 | 39.81 | |
| PCZero-shot=true, Backbone=DINO2025.11 | 26.03 | 38.25 | |
| PCZero-shot=true, Backbone=SAM22025.11 | 25.54 | 37.7 | |
| RemoteSAMZero-shot=true2025.11 | 20.44 | 39.35 | |
| GeoPixelZero-shot=true2025.11 | 19.21 | 31.75 |