map50-95 - SERP Analysis

https://docs.ultralytics.com/guides/yolo-performance-metrics/

https://github.com/ultralytics/ultralytics/issues/9446

https://typeset.io/questions/what-is-the-difference-between-map50-and-map50-95-5asxtut1cj

https://www.reddit.com/r/computervision/comments/1ahsfto/training_a_yolo_model_how_to_tell_if_model_is/

https://blog.roboflow.com/mean-average-precision/

https://www.researchgate.net/figure/mAP50-and-mAP50-95-YOLO-results-on-traffic-signs-dataset-Each-model-is-represented-by_fig7_385510373

https://datascience.stackexchange.com/questions/16797/what-does-the-notation-map-5-95-mean

https://www.researchgate.net/figure/Precision-recall-mAP50-and-mAP50-95-comparisons-among-different-methods_tbl3_370383639

https://docs.ultralytics.com/reference/utils/metrics/

https://www.kaggle.com/code/anandaramg/traffic-signs-detection-yolov8-map50-92-5

https://jonathan-hui.medium.com/map-mean-average-precision-for-object-detection-45c121a31173

https://discuss.roboflow.com/t/map50-and-map50-95-are-very-low/9941

https://stackoverflow.com/questions/62973155/high-map50-with-low-precision-and-recall-what-does-it-mean-and-what-metric-sho

https://wandb.ai/syshin0116/license_plate_detection_yolov8m/reports/mAP50-mAP50-95-precision-recall-23-12-05-11-25-18---Vmlldzo2MTY4MTcy

https://www.kaggle.com/getting-started/523677

https://www.v7labs.com/blog/mean-average-precision

https://www.youtube.com/watch?v=oqXDdxF_Wuw&pp=0gcJCdgAo7VqN5tD

https://stackoverflow.com/questions/79648088/interpreting-the-validation-result-for-yolov9

https://link.springer.com/article/10.1007/s11554-025-01714-x

https://medium.com/axinc-ai/map-evaluation-metric-of-object-detection-model-dd20e2dc2472

https://freddiekim.tistory.com/19

https://www.mdpi.com/2077-0472/15/13/1366

https://koo209.tistory.com/13

https://www.youtube.com/watch?v=EKm6cjnKaN8

https://www.youtube.com/watch?v=wq8lnqiUaR4

https://www.mdpi.com/2076-3417/15/13/7137

https://blog.csdn.net/ruyingcai666666/article/details/109670567

https://miai.vn/2021/10/14/thu-tim-hieu-ve-map-do-luong-object-detection-model/

https://habr.com/ru/articles/921648/

https://link.springer.com/chapter/10.1007/978-3-031-96962-1_8

https://devpress.csdn.net/v1/article/detail/148946872

https://en.wikipedia.org/wiki/Paul_Gascoigne

https://vistaauction.com/Event/Details/1472465772/Auction-6241-SARDIS-RD-PICKUP-10PM-Friday-June-27th?page=2

https://manalelaidouni.github.io/Evaluating-Object-Detection-Models-Guide-to-PerformancecMetrics.html

http://xuebao.jlu.edu.cn/gxb/CN/1671-5497/home.shtml

https://www.digitalocean.com/community/tutorials/mean-average-precision