# Object Detection on DroneVehicle Day (natural split) Source: [Object Detection on DroneVehicle Day (natural split)]() Collection index: [llms.txt]() Data updated: 2026-06-02T10:36:46.520Z Evaluation of Object Detection performance using the DroneVehicle dataset, specifically utilizing the Day split (natural split). 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) | DroneVehicle Day (natural split) | | Metric | mAP@0.50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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 - [mAP@0.50](): Higher is better; unit: PERCENT. - [Delta vs Baseline](): Higher is better; unit: SCALAR. ## Recorded results | Method | mAP@0.50 | Result date | Report paper | | --- | --- | --- | --- | | SAFER-DEIM | 0.832 | Not recorded | 6a1e6405dbd7150506f855e0 | | Baseline | 0.78 | Not recorded | 6a1e6405dbd7150506f855e0 | ### SAFER-DEIM mAP@0.50: 0.832. Result ID: 6a1eb21dfbc373592c198f38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline mAP@0.50: 0.78. Result ID: 6a1eb21dfbc373592c198f37. [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.