# Cross-view geo-localization on CVUSA FoV=90° Source: [Cross-view geo-localization on CVUSA FoV=90°]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:28.467Z Evaluation of Cross-view geo-localization performance on the CVUSA dataset using the 90° Field of View configuration, measured using Rank metrics (R@1, R@5, R@10, R@1%). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Cross-view geo-localization | | Dataset (including any stated split) | CVUSA FoV=90° | | Metric | R@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [R@1](): Higher is better; unit: PERCENT. - [R@5](): Higher is better; unit: PERCENT. - [R@10](): Higher is better; unit: PERCENT. - [R@1%](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@1 | Result date | Report paper | | --- | --- | --- | --- | | DSM | 33.66 | Not recorded | 68fa74e31e209131cea64752 | | BEV-CV | 32.11 | Not recorded | 68fa74e31e209131cea64752 | | TransGeo | 30.12 | Not recorded | 68fa74e31e209131cea64752 | | L2LTR | 26.92 | Not recorded | 68fa6e7d1e209131cea4042f | | L2LTR | 26.92 | Not recorded | 68fa74e31e209131cea64752 | | SAIG-D | 26.71 | Not recorded | 68fa6e7d1e209131cea4042f | | L2LTR | 25.21 | Not recorded | 68fa74e31e209131cea64752 | | GAL | 22.54 | Not recorded | 68fa74e31e209131cea64752 | | TransGeo | 21.96 | Not recorded | 68fa74e31e209131cea64752 | | GeoDTR | 18.81 | Not recorded | 68fa74e31e209131cea64752 | | Shi | 16.19 | Not recorded | 68fa6e7d1e209131cea4042f | | DSM | 16.19 | Not recorded | 68fa74e31e209131cea64752 | | GeoDTR | 15.21 | Not recorded | 68fa74e31e209131cea64752 | | BEV-CV | 15.17 | Not recorded | 68fa74e31e209131cea64752 | | CVFT | 4.8 | Not recorded | 68fa6e7d1e209131cea4042f | | CVFT | 4.8 | Not recorded | 68fa74e31e209131cea64752 | | CVM-Net | 2.76 | Not recorded | 68fa6e7d1e209131cea4042f | | CVM | 2.76 | Not recorded | 68fa74e31e209131cea64752 | ### DSM R@1: 33.66. Result ID: 69937e173a6c3148491655ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### BEV-CV R@1: 32.11. Result ID: 69937e173a6c3148491655d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### TransGeo R@1: 30.12. Result ID: 69937e173a6c3148491655ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### L2LTR R@1: 26.92. Result ID: 699032f23a6c314849fed827. [Reporting paper]() Recorded evaluation configuration: {"Orientation":"Unknown","Backbone":"HybridViT","GFLOPs":"57.1","#Params":"195.9M"}. This record does not assert independent reproduction. ### L2LTR R@1: 26.92. Result ID: 69937e173a6c3148491655c9. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### SAIG-D R@1: 26.71. Result ID: 699032f23a6c314849fed828. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Orientation":"Unknown","Backbone":"SAIG-D","GFLOPs":"13.3","#Params":"31.2M"}. This record does not assert independent reproduction. ### L2LTR R@1: 25.21. Result ID: 69937e173a6c3148491655cf. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### GAL R@1: 22.54. Result ID: 69937e173a6c3148491655cd. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"Partial"}. This record does not assert independent reproduction. ### TransGeo R@1: 21.96. Result ID: 69937e173a6c3148491655d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### GeoDTR R@1: 18.81. Result ID: 69937e173a6c3148491655cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### Shi R@1: 16.19. Result ID: 699032f23a6c314849fed826. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","Backbone":"VGG16","GFLOPs":"39.3","#Params":"14.7M"}. This record does not assert independent reproduction. ### DSM R@1: 16.19. Result ID: 69937e173a6c3148491655c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### GeoDTR R@1: 15.21. Result ID: 69937e173a6c3148491655d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### BEV-CV R@1: 15.17. Result ID: 69937e173a6c3148491655cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### CVFT R@1: 4.8. Result ID: 699032f23a6c314849fed825. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","#Params":"26.8M"}. This record does not assert independent reproduction. ### CVFT R@1: 4.8. Result ID: 69937e173a6c3148491655c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### CVM-Net R@1: 2.76. Result ID: 699032f23a6c314849fed824. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","#Params":"160.3M"}. This record does not assert independent reproduction. ### CVM R@1: 2.76. Result ID: 69937e173a6c3148491655c6. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.