Cross-View Object Geo-Localization (Drone → Satellite) on CVOGL R (test)
74.31Accuracy@50OSGeo-R ♠
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OSGeo-R ♠Paradigm=Detection, Backbone=More powerful backbone2026.03 | 74.31 | 78.62 | |
| OSGeo-RParadigm=Detection, Backbone=ResNet-502026.03 | 73.48 | 78.42 | |
| OSGeo-H ♠Method Category=Det., Backbone=Powerful backbone2026.03 | 72.25 | 76.77 | |
| OSGeo-HMethod Category=Det., Backbone=ResNet-502026.03 | 69.27 | 74.2 | |
| TROGeo + OSTMethod Category=Seg., Auxiliary tasks=OST2026.03 | 68.96 | 76.16 | |
| TROGeoMethod Category=Seg.2026.03 | 68.65 | 74.31 | |
| HALOMethod Category=Det.2026.03 | 64.44 | 71.53 | |
| VAGeoMethod Category=Det.2026.03 | 61.87 | 66.19 | |
| DetGeoMethod Category=Det.2026.03 | 57.66 | 61.97 | |
| TROGeo + OSTParadigm=Segmentation, OST leveraging segmentation tasks=true2026.03 | 56.53 | 76.05 | |
| TROGeoParadigm=Segmentation2026.03 | 56.22 | 74.21 | |
| VAGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 55.5 | 64.23 | |
| OSGeo-R ♠Paradigm=Detection, Backbone=More powerful backbone2026.03 | 51.39 | 53.34 | |
| OSGeo-RParadigm=Detection, Backbone=ResNet-502026.03 | 50.36 | 52.42 | |
| DetGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 50.26 | 58.99 | |
| VAGeoParadigm=Detection2026.03 | 49.02 | 62.59 | |
| DetGeoParadigm=Detection2026.03 | 43.47 | 57.04 | |
| VAGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 43.27 | 48.41 | |
| DetGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 41.83 | 47.17 | |
| TROGeo + OSTParadigm=Segmentation, OST leveraging segmentation tasks=true2026.03 | 38.75 | 50.46 | |
| TROGeoParadigm=Segmentation2026.03 | 37.92 | 49.31 | |
| VAGeoParadigm=Detection2026.03 | 36.79 | 45.73 | |
| DetGeoParadigm=Detection2026.03 | 34.43 | 44.91 | |
| Sample4GeoMethod Category=Ret.2026.03 | 18.4 | 52.83 | |
| SAFAMethod Category=Ret.2026.03 | 6.58 | 37.41 | |
| TransGeoMethod Category=Ret.2026.03 | 6.37 | 35.05 | |
| L2LTRMethod Category=Ret.2026.03 | 6.27 | 38.95 | |
| Sample4GeoParadigm=Retrieval2026.03 | 5.34 | 30.32 | |
| SAFAParadigm=Retrieval2026.03 | 1.51 | 21.47 | |
| TransGeoParadigm=Retrieval2026.03 | 1.45 | 20.12 | |
| L2LTRParadigm=Retrieval2026.03 | 1.32 | 21.84 | |
| Sample4GeoParadigm=Retrieval2026.03 | 0.72 | 6.75 | |
| SAFAParadigm=Retrieval2026.03 | 0.41 | 6.51 | |
| TransGeoParadigm=Retrieval2026.03 | 0.4 | 6.53 | |
| L2LTRParadigm=Retrieval2026.03 | 0.33 | 4.76 |