# Visual Road Retrieval on Singapore Source: [Visual Road Retrieval on Singapore]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:33.136Z Evaluation of Visual Road Retrieval performance on the Singapore dataset, measured using Recall@10 and MRR. 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 | Visual Road Retrieval | | Dataset (including any stated split) | Singapore | | Metric | Recall@10 | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Recall@10](): Higher is better; unit: SCALAR. - [MRR](): Higher is better; unit: SCALAR. ## Recorded results | Method | Recall@10 | Result date | Report paper | | --- | --- | --- | --- | | Garner | 0.46 | Not recorded | 68fa738d1e209131cea5d2b1 | | SARN | 0.0143 | Not recorded | 68fa738d1e209131cea5d2b1 | | SRN2Vec | 0.0123 | Not recorded | 68fa738d1e209131cea5d2b1 | | CCA-SSG | 0.0112 | Not recorded | 68fa738d1e209131cea5d2b1 | | GGD | 0.0095 | Not recorded | 68fa738d1e209131cea5d2b1 | | MVGRL | 0.0088 | Not recorded | 68fa738d1e209131cea5d2b1 | | Deepwalk | 0.0083 | Not recorded | 68fa738d1e209131cea5d2b1 | | RFN | 0.003 | Not recorded | 68fa738d1e209131cea5d2b1 | ### Garner Recall@10: 0.46. Result ID: 6992f0763a6c314849128154. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SARN Recall@10: 0.0143. Result ID: 6992f0763a6c314849128153. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SRN2Vec Recall@10: 0.0123. Result ID: 6992f0763a6c314849128152. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CCA-SSG Recall@10: 0.0112. Result ID: 6992f0763a6c31484912814f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GGD Recall@10: 0.0095. Result ID: 6992f0763a6c314849128150. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MVGRL Recall@10: 0.0088. Result ID: 6992f0763a6c31484912814e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Deepwalk Recall@10: 0.0083. Result ID: 6992f0763a6c31484912814d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RFN Recall@10: 0.003. Result ID: 6992f0763a6c314849128151. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.