# Object Detection on Ground-level urban tree detection dataset Source: [Object Detection on Ground-level urban tree detection dataset]() Collection index: [llms.txt]() Data updated: 2026-04-07T07:58:16.065Z Evaluation of Object Detection performance on the Ground-level urban tree detection dataset, reporting Precision, Recall, 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 | Object Detection | | Dataset (including any stated split) | Ground-level urban tree detection dataset | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | RF-DETR (Hybrid Learning) | 90 | Not recorded | 69d48fa47d0172140ec74408 | | RF-DETR (Active Learning) | 89 | Not recorded | 69d48fa47d0172140ec74408 | | RF-DETR (Semi-Supervised) | 85 | Not recorded | 69d48fa47d0172140ec74408 | | Satellite Model | 81 | Not recorded | 69d48fa47d0172140ec74408 | ### RF-DETR (Hybrid Learning) Precision: 90. Result ID: 69d4b91747f34ce924bc53f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Strategy":"Hybrid Learning (Avg)"}. This record does not assert independent reproduction. ### RF-DETR (Active Learning) Precision: 89. Result ID: 69d4b91747f34ce924bc53f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Strategy":"Active Learning (Avg)"}. This record does not assert independent reproduction. ### RF-DETR (Semi-Supervised) Precision: 85. Result ID: 69d4b91747f34ce924bc53f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Strategy":"Semi-Supervised (Avg)"}. This record does not assert independent reproduction. ### Satellite Model Precision: 81. Result ID: 69d4b91747f34ce924bc53f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Learning Strategy":"Satellite Model"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.