Cross-View Object Geo-Localization (Drone → Satellite) on CVOGL R (val)
69.01Accuracy@50OSGeo-R ♠
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSGeo-R ♠Paradigm=Detection, Backbone=More powerful backbone2026.03 | 69.01 | 73.56 | |
| OSGeo-RParadigm=Detection, Backbone=ResNet-502026.03 | 68.36 | 72.59 | |
| OSGeo-H ♠Method Category=Det., Backbone=Powerful backbone2026.03 | 68.15 | 72.26 | |
| TROGeo + OSTMethod Category=Seg., Auxiliary tasks=OST2026.03 | 66.63 | 73.35 | |
| OSGeo-HMethod Category=Det., Backbone=ResNet-502026.03 | 66.52 | 71.4 | |
| TROGeoMethod Category=Seg.2026.03 | 65.87 | 72.38 | |
| HALOMethod Category=Det.2026.03 | 63.81 | 70.21 | |
| VAGeoMethod Category=Det.2026.03 | 59.59 | 64.25 | |
| TROGeo + OSTParadigm=Segmentation, OST leveraging segmentation tasks=true2026.03 | 55.58 | 72.21 | |
| DetGeoMethod Category=Det.2026.03 | 55.15 | 59.81 | |
| TROGeoParadigm=Segmentation2026.03 | 54.32 | 71.38 | |
| VAGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 51.14 | 61.76 | |
| OSGeo-R ♠Paradigm=Detection, Backbone=More powerful backbone2026.03 | 49.4 | 51.79 | |
| OSGeo-RParadigm=Detection, Backbone=ResNet-502026.03 | 48.75 | 51.57 | |
| VAGeoParadigm=Detection2026.03 | 48.65 | 63.06 | |
| DetGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 47.35 | 56.88 | |
| DetGeoParadigm=Detection2026.03 | 45.5 | 57.04 | |
| VAGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 40.63 | 48.1 | |
| TROGeo + OSTParadigm=Segmentation, OST leveraging segmentation tasks=true2026.03 | 40.09 | 50.92 | |
| DetGeo*Paradigm=Detection, Adapted for RBox prediction=true2026.03 | 39.87 | 45.4 | |
| TROGeoParadigm=Segmentation2026.03 | 38.68 | 47.11 | |
| VAGeoParadigm=Detection2026.03 | 38.57 | 47.45 | |
| DetGeoParadigm=Detection2026.03 | 35.64 | 46.26 | |
| Sample4GeoMethod Category=Ret.2026.03 | 16.25 | 52.87 | |
| SAFAMethod Category=Ret.2026.03 | 6.39 | 36.19 | |
| Sample4GeoParadigm=Retrieval2026.03 | 6.07 | 32.72 | |
| L2LTRMethod Category=Ret.2026.03 | 5.96 | 38.68 | |
| TransGeoMethod Category=Ret.2026.03 | 5.42 | 34.78 | |
| SAFAParadigm=Retrieval2026.03 | 2.39 | 22.4 | |
| TransGeoParadigm=Retrieval2026.03 | 2.01 | 21.48 | |
| L2LTRParadigm=Retrieval2026.03 | 2 | 24.32 | |
| Sample4GeoParadigm=Retrieval2026.03 | 0.76 | 5.93 | |
| SAFAParadigm=Retrieval2026.03 | 0.71 | 4.89 | |
| TransGeoParadigm=Retrieval2026.03 | 0.7 | 5.03 | |
| L2LTRParadigm=Retrieval2026.03 | 0.51 | 4.99 |