# Object Detection on PASCAL VOC 2007 (labeled) Source: [Object Detection on PASCAL VOC 2007 (labeled)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:23:17.372Z Evaluation of Object Detection performance on the PASCAL VOC 2007 dataset using the specific '(labeled)' subset/annotation configuration, reporting AP50 and AP50:95 metrics. 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) | PASCAL VOC 2007 (labeled) | | Metric | AP50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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 - [AP50](): Higher is better; unit: PERCENT. - [AP50:95](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP50 | Result date | Report paper | | --- | --- | --- | --- | | Supervised | 72.63 | Not recorded | 68fa6c011e209131cea319e6 | ### Supervised AP50: 72.63. Result ID: 698eba89ffc3901de0a02611. [Reporting paper]() Recorded evaluation configuration: {"Unlabeled":"None"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.