# Cross-view geo-localization on CVUSA FoV=180° Source: [Cross-view geo-localization on CVUSA FoV=180°]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:24.443Z Evaluation of Cross-view geo-localization performance on the CVUSA dataset specifically configured for a 180° 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=180° | | Metric | R@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 | | --- | --- | --- | --- | | L2LTR | 56.69 | Not recorded | 68fa6e7d1e209131cea4042f | | SAIG-D | 52.45 | Not recorded | 68fa6e7d1e209131cea4042f | | Shi | 48.53 | Not recorded | 68fa6e7d1e209131cea4042f | | CVFT | 8.1 | Not recorded | 68fa6e7d1e209131cea4042f | | CVM-Net | 7.38 | Not recorded | 68fa6e7d1e209131cea4042f | ### L2LTR R@1: 56.69. Result ID: 699032f23a6c314849fed822. [Reporting paper]() Recorded evaluation configuration: {"Orientation":"Unknown","Backbone":"HybridViT","GFLOPs":"57.1","#Params":"195.9M"}. This record does not assert independent reproduction. ### SAIG-D R@1: 52.45. Result ID: 699032f23a6c314849fed823. [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. ### Shi R@1: 48.53. Result ID: 699032f23a6c314849fed821. [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. ### CVFT R@1: 8.1. Result ID: 699032f23a6c314849fed820. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","#Params":"26.8M"}. This record does not assert independent reproduction. ### CVM-Net R@1: 7.38. Result ID: 699032f23a6c314849fed81f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Orientation":"Unknown","#Params":"160.3M"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.