Cross-view geo-localization on CVUSA FoV=90°
33.66R@1DSM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DSMOrientation Aware=Yes2023.12 | 33.66 | 51.7 | 59.68 | 82.46 | |
| BEV-CVOrientation Aware=Yes2023.12 | 32.11 | 58.36 | 69.06 | 92.99 | |
| TransGeoOrientation Aware=No2023.12 | 30.12 | 54.18 | 63.96 | 89.18 | |
| L2LTROrientation=Unknown, Backbone=HybridViT, GFLOPs=57.1, #Params=195.9M2023.02 | 26.92 | 50.49 | 60.41 | 86.88 | |
| L2LTROrientation Aware=No2023.12 | 26.92 | 50.49 | 60.41 | 86.88 | |
| SAIG-DOrientation=Unknown, Backbone=SAIG-D, GFLOPs=13.3, #Params=31.2M2023.02 | 26.71 | 50.24 | 59.82 | 86.63 | |
| L2LTROrientation Aware=Yes2023.12 | 25.21 | 51.9 | 63.54 | 91.16 | |
| GALOrientation Aware=Partial2023.12 | 22.54 | 44.36 | 54.17 | 84.59 | |
| TransGeoOrientation Aware=Yes2023.12 | 21.96 | 45.35 | 56.49 | 86.8 | |
| GeoDTROrientation Aware=No2023.12 | 18.81 | 43.36 | 57.94 | 88.14 | |
| ShiOrientation=Unknown, Backbone=VGG16, GFLOPs=39.3, #Params=14.7M2023.02 | 16.19 | 31.44 | 39.85 | 71.13 | |
| DSMOrientation Aware=No2023.12 | 16.19 | 31.44 | 39.85 | 71.13 | |
| GeoDTROrientation Aware=Yes2023.12 | 15.21 | 39.32 | 52.27 | 88.72 | |
| BEV-CVOrientation Aware=No2023.12 | 15.17 | 33.91 | 45.33 | 82.53 | |
| CVFTOrientation=Unknown, #Params=26.8M2023.02 | 4.8 | 14.84 | 23.18 | 61.23 | |
| CVFTOrientation Aware=No2023.12 | 4.8 | 14.84 | 23.18 | 61.23 | |
| CVM-NetOrientation=Unknown, #Params=160.3M2023.02 | 2.76 | 10.11 | 16.74 | 55.49 | |
| CVMOrientation Aware=No2023.12 | 2.76 | 10.11 | 16.74 | 55.49 |