About object detection in this dataset

[GaBi2444]

HI! thanks for your outstanding work. I want to ask is it kind of challenging to obtain a high mAP performance on object detection tasks using this dataset? When using faster-rcnn it can only achieve 11-12 AP on the validation set? Thanks!