Cross-view object segmentation on CMA-Loc Ground → Satellite (Unseen)
74.07mIoUGAGeo
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAGeoPrompt Type=Mask2026.06 | 74.07 | 80.03 | 2,533.4 | 28.85 | |
| GAGeoPrompt Type=Bbox2026.06 | 73.82 | 79.76 | 2,528.7 | 29.4 | |
| GAGeoPrompt Type=Point2026.06 | 72.68 | 78.63 | 2,691.4 | 31.04 | |
| TROGeoSAM Prompt Stage (SPS)=true2026.06 | 40.71 | 43.95 | 4,551.8 | 113.74 | |
| OCGNetSAM Prompt Stage (SPS)=true2026.06 | 32.91 | 35.37 | 5,395.1 | 136.26 | |
| TROGeoSAM Prompt Stage (SPS)=false2026.06 | 29.8 | 36.98 | 8,382.4 | 173.62 | |
| DetGeoSAM Prompt Stage (SPS)=true2026.06 | 29.69 | 31.89 | 5,661 | 147.06 | |
| OCGNetSAM Prompt Stage (SPS)=false2026.06 | 23.04 | 28.76 | 13,463 | 137.24 | |
| DetGeoSAM Prompt Stage (SPS)=false2026.06 | 21.38 | 26.45 | 11,738 | 147.7 | |
| Sample4GeoSAM Prompt Stage (SPS)=false2026.06 | 15.69 | 24.65 | 11,538.6 | 89.03 | |
| Sample4GeoSAM Prompt Stage (SPS)=true2026.06 | 12.15 | 17.81 | 13,224 | 88.39 |