# Traffic Sign Detection on Swedish traffic-sign dataset (STSD) (Set2Part0) Source: [Traffic Sign Detection on Swedish traffic-sign dataset (STSD) (Set2Part0)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:14.441Z Evaluation of Traffic Sign Detection performance on the Set2Part0 split of the Swedish Traffic Sign Dataset (STSD). 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 | Traffic Sign Detection | | Dataset (including any stated split) | Swedish traffic-sign dataset (STSD) (Set2Part0) | | Metric | Precision | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [mAP50](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | FCN | 97.7 | Not recorded | 68fa658d1e209131cea0b1c2 | | Mask R-CNN | 97.5 | Not recorded | 68fa658d1e209131cea0b1c2 | | Faster R-CNN | 95.4 | Not recorded | 68fa658d1e209131cea0b1c2 | | Mask R-CNN | 95.3 | Not recorded | 68fa658d1e209131cea0b1c2 | | R-CNN | 91.2 | Not recorded | 68fa658d1e209131cea0b1c2 | ### FCN Precision: 97.7. Result ID: 698cb6338b517eb4331c3b85. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Mask R-CNN Precision: 97.5. Result ID: 698cb6338b517eb4331c3b88. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Adaptations":"Yes"}. This record does not assert independent reproduction. ### Faster R-CNN Precision: 95.4. Result ID: 698cb6338b517eb4331c3b86. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Mask R-CNN Precision: 95.3. Result ID: 698cb6338b517eb4331c3b87. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Adaptations":"No"}. This record does not assert independent reproduction. ### R-CNN Precision: 91.2. Result ID: 698cb6338b517eb4331c3b84. [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.