Oh another thing I’ve been meaning to try is to calculate some other metrics for a greater model understanding.

Average IoU for all predicted boxes (wrong predictions give a IoU of 0)
Average IoU for correct predicted boxes

And if you haven’t seen it, there is a github repo 10 that can help with bounding box metrics.