# Road Segmentation on SYSU-HiRoads (test) Source: [Road Segmentation on SYSU-HiRoads (test)]() Collection index: [llms.txt]() Data updated: 2026-03-24T14:57:32.849Z Evaluation of Road Segmentation performance on the test split of the SYSU-HiRoads dataset, reporting standard metrics like Precision, Recall, IoU, and F1-score. 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 | Road Segmentation | | Dataset (including any stated split) | SYSU-HiRoads (test) | | Metric | Recall | | Unit | PERCENT | | 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](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [F1-score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall | Result date | Report paper | | --- | --- | --- | --- | | FORCE-Net | 74.5 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | RCFSNet | 74.43 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | FORCE-Net | 73.46 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | MACUNet | 72.16 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | D-LinkNet | 70.7 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | FRCFNet | 70.22 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | LinkNet | 69.66 | Not recorded | 69c21abe0636e5bf4afc4ba2 | | SGCNNet | 64.63 | Not recorded | 69c21abe0636e5bf4afc4ba2 | ### FORCE-Net Recall: 74.5. Result ID: 69c2a64d47f34ce924ab8043. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ARR":"true"}. This record does not assert independent reproduction. ### RCFSNet Recall: 74.43. Result ID: 69c2a64d47f34ce924ab803f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FORCE-Net Recall: 73.46. Result ID: 69c2a64d47f34ce924ab8042. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ARR":"false"}. This record does not assert independent reproduction. ### MACUNet Recall: 72.16. Result ID: 69c2a64d47f34ce924ab8040. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D-LinkNet Recall: 70.7. Result ID: 69c2a64d47f34ce924ab803d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FRCFNet Recall: 70.22. Result ID: 69c2a64d47f34ce924ab8041. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LinkNet Recall: 69.66. Result ID: 69c2a64d47f34ce924ab803c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGCNNet Recall: 64.63. Result ID: 69c2a64d47f34ce924ab803e. [Reporting 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.