# Object Detection on detect-waste Source: [Object Detection on detect-waste]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:48.690Z Evaluation of Object Detection performance on the detect-waste dataset, reporting standard COCO-style AP metrics (mAP@.50:.95, mAP@.50, mAP@.75, APs, APm, APl). 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) | detect-waste | | Metric | mAP (0.50:0.95) | | 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 - [mAP (0.50:0.95)](): Higher is better; unit: PERCENT. - [mAP@0.50](): Higher is better; unit: PERCENT. - [mAP@0.75](): Higher is better; unit: PERCENT. - [AP (Small)](): Higher is better; unit: PERCENT. - [AP (Medium)](): Higher is better; unit: PERCENT. - [AP (Large)](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP (0.50:0.95) | Result date | Report paper | | --- | --- | --- | --- | | EfficientDet-D2 | 45.8 | Not recorded | 68fa70201e209131cea493af | ### EfficientDet-D2 mAP (0.50:0.95): 45.8. Result ID: 69911ff93a6c31484905e020. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Classes":1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.