# Object Detection on Semantic Drone (remaining 100 images) Source: [Object Detection on Semantic Drone (remaining 100 images)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:04.072Z Evaluation of Object Detection performance using the Semantic Drone dataset, specifically focusing on the remaining 100 images subset. 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) | Semantic Drone (remaining 100 images) | | Metric | mAP@50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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@50](): Higher is better; unit: PERCENT. - [mAP@50:95](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP@50 | Result date | Report paper | | --- | --- | --- | --- | | YOLO11x | 90.7 | Not recorded | 6940e775456146936284f64f | | YOLO11x | 89.8 | Not recorded | 6940e775456146936284f64f | | YOLO11x | 86.8 | Not recorded | 6940e775456146936284f64f | | YOLO11x | 81.9 | Not recorded | 6940e775456146936284f64f | | YOLO11x | 74.5 | Not recorded | 6940e775456146936284f64f | | YOLO11x | 71.1 | Not recorded | 6940e775456146936284f64f | ### YOLO11x mAP@50: 90.7. Result ID: 69984f0c5698665ec4ac8783. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set size":"300","Augmented":"true"}. This record does not assert independent reproduction. ### YOLO11x mAP@50: 89.8. Result ID: 69984f0c5698665ec4ac8782. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set size":"300","Augmented":"false"}. This record does not assert independent reproduction. ### YOLO11x mAP@50: 86.8. Result ID: 69984f0c5698665ec4ac8781. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set size":"200","Augmented":"true"}. This record does not assert independent reproduction. ### YOLO11x mAP@50: 81.9. Result ID: 69984f0c5698665ec4ac8780. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set size":"200","Augmented":"false"}. This record does not assert independent reproduction. ### YOLO11x mAP@50: 74.5. Result ID: 69984f0c5698665ec4ac877f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set size":"100","Augmented":"true"}. This record does not assert independent reproduction. ### YOLO11x mAP@50: 71.1. Result ID: 69984f0c5698665ec4ac877e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set size":"100","Augmented":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.