If you want the details, you need to check out the specific rule defined by each dataset. For example, PASCAL and COCO uses different IoU as mentioned at the bottom of the article. AP is usually averaged over all categories, and it is sometimes called mAP. Also, some datasets have multiple AP values, for example, one for large objects, one for small objects.

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