Cross-view object segmentation on CMA-Loc Ground → Satellite (Seen)
77.37mIoUGAGeo
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAGeoPrompt Type=Point2026.06 | 77.37 | 84.01 | 1,758.1 | 19.18 | |
| GAGeoPrompt Type=Bbox2026.06 | 77.36 | 83.99 | 1,734.2 | 19.57 | |
| GAGeoPrompt Type=Mask2026.06 | 77.21 | 83.82 | 1,770.9 | 19.74 | |
| TROGeoSAM Prompt Stage (SPS)=true2026.06 | 57.18 | 62.96 | 3,291.9 | 59.81 | |
| OCGNetSAM Prompt Stage (SPS)=true2026.06 | 50.07 | 54.91 | 3,675.9 | 78.56 | |
| DetGeoSAM Prompt Stage (SPS)=true2026.06 | 48.86 | 53.59 | 3,936.1 | 78.57 | |
| TROGeoSAM Prompt Stage (SPS)=false2026.06 | 43.03 | 52.89 | 7,452.9 | 115.08 | |
| OCGNetSAM Prompt Stage (SPS)=false2026.06 | 33.76 | 43.39 | 16,628.9 | 78.42 | |
| DetGeoSAM Prompt Stage (SPS)=false2026.06 | 33.47 | 42.91 | 15,674.4 | 78.32 | |
| Sample4GeoSAM Prompt Stage (SPS)=false2026.06 | 23.59 | 35.5 | 14,400.8 | 53.87 | |
| Sample4GeoSAM Prompt Stage (SPS)=true2026.06 | 19.02 | 27.1 | 15,946 | 55.34 |