Cross-view object segmentation on CMA-Loc Drone → Satellite (Unseen)
85.11mIoUGAGeo
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAGeoPrompt Type=Mask2026.06 | 85.11 | 91.58 | 461.2 | 3.61 | |
| GAGeoPrompt Type=Bbox2026.06 | 84.12 | 90.86 | 570.1 | 4.02 | |
| GAGeoPrompt Type=Point2026.06 | 81.47 | 88.83 | 810.8 | 5.57 | |
| TROGeoSAM Prompt Stage (SPS)=true2026.06 | 75.7 | 82.68 | 1,283.6 | 16.9 | |
| Sample4GeoSAM Prompt Stage (SPS)=true2026.06 | 53.09 | 63.81 | 4,147.4 | 19.16 | |
| TROGeoSAM Prompt Stage (SPS)=false2026.06 | 49.85 | 63.21 | 3,200.2 | 45.01 | |
| DetGeoSAM Prompt Stage (SPS)=true2026.06 | 41.83 | 45.67 | 2,307.3 | 103 | |
| OCGNetSAM Prompt Stage (SPS)=true2026.06 | 39.68 | 43.46 | 2,520.8 | 104.49 | |
| Sample4GeoSAM Prompt Stage (SPS)=false2026.06 | 37.61 | 53.05 | 4,483.2 | 20.85 | |
| DetGeoSAM Prompt Stage (SPS)=false2026.06 | 32.2 | 39.42 | 4,533.9 | 103.62 | |
| OCGNetSAM Prompt Stage (SPS)=false2026.06 | 30.15 | 37.19 | 5,192.3 | 105.34 |