# Cross-View Geo-Localization on SpaGBOL 1.0 (test) Source: [Cross-View Geo-Localization on SpaGBOL 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:05.794Z Evaluation of Cross-View Geo-Localization performance on the test split of the SpaGBOL 1.0 dataset, measured using Rank metrics (Top-1, Top-5, Top-10, Top-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) | SpaGBOL 1.0 (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. - [Top-5 Accuracy](): Higher is better; unit: PERCENT. - [Top-10 Accuracy](): Higher is better; unit: PERCENT. - [Top-1% Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SpaGBOL+YB | 76.13 | Not recorded | 68fa75f51e209131cea6aa98 | | SpaGBOL+YB | 66.82 | Not recorded | 68fa75f51e209131cea6aa98 | | SpaGBOL+B | 64.01 | Not recorded | 68fa75f51e209131cea6aa98 | | SpaGBOL | 56.48 | Not recorded | 68fa75f51e209131cea6aa98 | | SpaGBOL+B | 52.01 | Not recorded | 68fa75f51e209131cea6aa98 | | Sample4Geo | 50.8 | Not recorded | 68fa75f51e209131cea6aa98 | | SpaGBOL | 40.88 | Not recorded | 68fa75f51e209131cea6aa98 | | Sample4Geo | 37.52 | Not recorded | 68fa75f51e209131cea6aa98 | | SAIG-D | 25.65 | Not recorded | 68fa75f51e209131cea6aa98 | | SpaGBOL | 18.63 | Not recorded | 68fa75f51e209131cea6aa98 | | GeoDTR+ | 17.49 | Not recorded | 68fa75f51e209131cea6aa98 | | SAIG-D | 15.12 | Not recorded | 68fa75f51e209131cea6aa98 | | L2LTR | 11.23 | Not recorded | 68fa75f51e209131cea6aa98 | | GeoDTR+ | 9.06 | Not recorded | 68fa75f51e209131cea6aa98 | | SAIG-D | 7.4 | Not recorded | 68fa75f51e209131cea6aa98 | | Sample4Geo | 6.51 | Not recorded | 68fa75f51e209131cea6aa98 | | L2LTR | 6.13 | Not recorded | 68fa75f51e209131cea6aa98 | | L2LTR | 5.94 | Not recorded | 68fa75f51e209131cea6aa98 | | DSM | 5.82 | Not recorded | 68fa75f51e209131cea6aa98 | | GeoDTR+ | 5.55 | Not recorded | 68fa75f51e209131cea6aa98 | | CVFT | 4.02 | Not recorded | 68fa75f51e209131cea6aa98 | | DSM | 3.33 | Not recorded | 68fa75f51e209131cea6aa98 | | CVM | 2.87 | Not recorded | 68fa75f51e209131cea6aa98 | | CVM | 2.68 | Not recorded | 68fa75f51e209131cea6aa98 | | CVFT | 2.49 | Not recorded | 68fa75f51e209131cea6aa98 | | DSM | 1.59 | Not recorded | 68fa75f51e209131cea6aa98 | | CVFT | 1.21 | Not recorded | 68fa75f51e209131cea6aa98 | | CVM | 1.02 | Not recorded | 68fa75f51e209131cea6aa98 | ### SpaGBOL+YB Top-1 Accuracy: 76.13. Result ID: 6993eba73a6c314849197a7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### SpaGBOL+YB Top-1 Accuracy: 66.82. Result ID: 6993eba73a6c314849197a86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### SpaGBOL+B Top-1 Accuracy: 64.01. Result ID: 6993eba73a6c314849197a7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### SpaGBOL Top-1 Accuracy: 56.48. Result ID: 6993eba73a6c314849197a7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### SpaGBOL+B Top-1 Accuracy: 52.01. Result ID: 6993eba73a6c314849197a85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### Sample4Geo Top-1 Accuracy: 50.8. Result ID: 6993eba73a6c314849197a79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### SpaGBOL Top-1 Accuracy: 40.88. Result ID: 6993eba73a6c314849197a84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### Sample4Geo Top-1 Accuracy: 37.52. Result ID: 6993eba73a6c314849197a83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### SAIG-D Top-1 Accuracy: 25.65. Result ID: 6993eba73a6c314849197a78. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### SpaGBOL Top-1 Accuracy: 18.63. Result ID: 6993eba73a6c314849197a8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### GeoDTR+ Top-1 Accuracy: 17.49. Result ID: 6993eba73a6c314849197a77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### SAIG-D Top-1 Accuracy: 15.12. Result ID: 6993eba73a6c314849197a82. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### L2LTR Top-1 Accuracy: 11.23. Result ID: 6993eba73a6c314849197a76. [Reporting paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### GeoDTR+ Top-1 Accuracy: 9.06. Result ID: 6993eba73a6c314849197a81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### SAIG-D Top-1 Accuracy: 7.4. Result ID: 6993eba73a6c314849197a8c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### Sample4Geo Top-1 Accuracy: 6.51. Result ID: 6993eba73a6c314849197a8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### L2LTR Top-1 Accuracy: 6.13. Result ID: 6993eba73a6c314849197a8a. [Reporting paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### L2LTR Top-1 Accuracy: 5.94. Result ID: 6993eba73a6c314849197a80. [Reporting paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### DSM Top-1 Accuracy: 5.82. Result ID: 6993eba73a6c314849197a75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### GeoDTR+ Top-1 Accuracy: 5.55. Result ID: 6993eba73a6c314849197a8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### CVFT Top-1 Accuracy: 4.02. Result ID: 6993eba73a6c314849197a74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### DSM Top-1 Accuracy: 3.33. Result ID: 6993eba73a6c314849197a7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### CVM Top-1 Accuracy: 2.87. Result ID: 6993eba73a6c314849197a73. [Reporting paper]() Recorded evaluation configuration: {"FOV":"360°"}. This record does not assert independent reproduction. ### CVM Top-1 Accuracy: 2.68. Result ID: 6993eba73a6c314849197a7d. [Reporting paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### CVFT Top-1 Accuracy: 2.49. Result ID: 6993eba73a6c314849197a7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"180°"}. This record does not assert independent reproduction. ### DSM Top-1 Accuracy: 1.59. Result ID: 6993eba73a6c314849197a89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### CVFT Top-1 Accuracy: 1.21. Result ID: 6993eba73a6c314849197a88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. ### CVM Top-1 Accuracy: 1.02. Result ID: 6993eba73a6c314849197a87. [Reporting paper]() Recorded evaluation configuration: {"FOV":"90°"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.