# Object Detection on COCO open Source: [Object Detection on COCO open]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:23:03.534Z Evaluation of Object Detection performance on the COCO open dataset, reporting box AP. 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) | COCO open | | Metric | AP (Box) | | 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 - [AP (Box)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP (Box) | Result date | Report paper | | --- | --- | --- | --- | | OpenSD | 10.3 | Not recorded | 68fa717b1e209131cea51877 | | OpenSeeD | 7.1 | Not recorded | 68fa717b1e209131cea51877 | ### OpenSD AP (Box): 10.3. Result ID: 6991d2293a6c3148490accd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"ADE","Backbone":"Swin-T"}. This record does not assert independent reproduction. ### OpenSeeD AP (Box): 7.1. Result ID: 6991d2293a6c3148490acccf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"ADE","Backbone":"Swin-T"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.