概述

Precision & Recall

IoU(Intersection over union)

AP(average precision)

Interpolated AP

AP (Area under curve AUC)

 COCO mAP

In ImageNet, the AUC method is used. So even all of them follow the same principle in measurement AP, the exact calculation may vary according to the datasets. Fortunately, development kits are available in calculating this metric.