Semantic Segmentation on NYC 1m GSD (test)
33.34mIoUConfidence-guided Fusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Confidence-guided FusionZero-shot=true2025.11 | 33.34 | 53.54 | |
| LandSegmenterZero-shot=true2025.11 | 31.44 | 53.69 | |
| GeoRSCLIPZero-shot=true2025.11 | 27.38 | 48.99 | |
| SegEarth-OVZero-shot=true2025.11 | 25.12 | 46.35 | |
| RemoteCLIPZero-shot=true2025.11 | 24.05 | 45.79 | |
| SCLIPZero-shot=true2025.11 | 23.83 | 43.89 | |
| SkyCLIPZero-shot=true2025.11 | 23.6 | 44.91 | |
| ClearCLIPZero-shot=true2025.11 | 23.33 | 41.94 | |
| PCZero-shot=true, Backbone=LandSegmenter2025.11 | 22.16 | 39.01 | |
| PCZero-shot=true, Backbone=DINO2025.11 | 20.65 | 36.88 | |
| PCZero-shot=true, Backbone=SAM22025.11 | 20 | 34.74 | |
| MaskCLIPZero-shot=true2025.11 | 19.46 | 38.55 | |
| vanilla CLIPZero-shot=true2025.11 | 18.35 | 34.83 | |
| GeoPixelZero-shot=true2025.11 | 8.86 | 19.68 | |
| RemoteSAMZero-shot=true2025.11 | 7.82 | 16.69 |