# Cross-view geo-localization on CVUSA FoV=70° Source: [Cross-view geo-localization on CVUSA FoV=70°]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:38.817Z Evaluation of Cross-view geo-localization performance on the CVUSA dataset configured with a 70° Field of View (FoV), 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=70° | | Metric | R@1 Accuracy | | 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 Accuracy](): Higher is better; unit: PERCENT. - [R@5 Accuracy](): Higher is better; unit: PERCENT. - [R@10 Accuracy](): Higher is better; unit: PERCENT. - [R@1% Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | BEV-CV | 27.4 | Not recorded | 68fa74e31e209131cea64752 | | L2LTR | 22.2 | Not recorded | 68fa74e31e209131cea64752 | | SAIG-D | 20.9 | Not recorded | 68fa6e7d1e209131cea4042f | | DSM | 20.88 | Not recorded | 68fa74e31e209131cea64752 | | TransGeo | 17.27 | Not recorded | 68fa74e31e209131cea64752 | | TransGeo | 16.43 | Not recorded | 68fa74e31e209131cea64752 | | GAL | 15.2 | Not recorded | 68fa74e31e209131cea64752 | | GeoDTR | 14.84 | Not recorded | 68fa74e31e209131cea64752 | | BEV-CV | 14.03 | Not recorded | 68fa74e31e209131cea64752 | | GeoDTR | 14 | Not recorded | 68fa74e31e209131cea64752 | | L2LTR | 13.95 | Not recorded | 68fa6e7d1e209131cea4042f | | L2LTR | 13.95 | Not recorded | 68fa74e31e209131cea64752 | | Shi | 8.78 | Not recorded | 68fa6e7d1e209131cea4042f | | DSM | 8.78 | Not recorded | 68fa74e31e209131cea64752 | | CVFT | 3.79 | Not recorded | 68fa6e7d1e209131cea4042f | | CVFT | 3.79 | Not recorded | 68fa74e31e209131cea64752 | | CVM-Net | 2.62 | Not recorded | 68fa6e7d1e209131cea4042f | | CVM | 2.62 | Not recorded | 68fa74e31e209131cea64752 | ### BEV-CV R@1 Accuracy: 27.4. Result ID: 69937e173a6c3148491655df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### L2LTR R@1 Accuracy: 22.2. Result ID: 69937e173a6c3148491655dc. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### SAIG-D R@1 Accuracy: 20.9. Result ID: 699032f23a6c314849fed82d. [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. ### DSM R@1 Accuracy: 20.88. Result ID: 69937e173a6c3148491655db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### TransGeo R@1 Accuracy: 17.27. Result ID: 69937e173a6c3148491655dd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### TransGeo R@1 Accuracy: 16.43. Result ID: 69937e173a6c3148491655d7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### GAL R@1 Accuracy: 15.2. Result ID: 69937e173a6c3148491655da. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"Partial"}. This record does not assert independent reproduction. ### GeoDTR R@1 Accuracy: 14.84. Result ID: 69937e173a6c3148491655d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### BEV-CV R@1 Accuracy: 14.03. Result ID: 69937e173a6c3148491655d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### GeoDTR R@1 Accuracy: 14. Result ID: 69937e173a6c3148491655de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"Yes"}. This record does not assert independent reproduction. ### L2LTR R@1 Accuracy: 13.95. Result ID: 699032f23a6c314849fed82c. [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 Accuracy: 13.95. Result ID: 69937e173a6c3148491655d6. [Reporting paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### Shi R@1 Accuracy: 8.78. Result ID: 699032f23a6c314849fed82b. [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 Accuracy: 8.78. Result ID: 69937e173a6c3148491655d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### CVFT R@1 Accuracy: 3.79. Result ID: 699032f23a6c314849fed82a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","#Params":"26.8M"}. This record does not assert independent reproduction. ### CVFT R@1 Accuracy: 3.79. Result ID: 69937e173a6c3148491655d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation Aware":"No"}. This record does not assert independent reproduction. ### CVM-Net R@1 Accuracy: 2.62. Result ID: 699032f23a6c314849fed829. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","#Params":"160.3M"}. This record does not assert independent reproduction. ### CVM R@1 Accuracy: 2.62. Result ID: 69937e173a6c3148491655d3. [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.