[rjdagost]

Welcome to computer vision / machine learning research!

[toxik]

It is absolutely not common in CV or ML to use such underhanded tricks. Peer review is allergic to it.

[sdlion]

Is not the same scale cut out used in Scaled Yolov4 and previous research? (Though this one is on AP not mAP). It seems it is needed since the improvement would be hard to appreciate if it would show a 0-100 scale, since improvement in OR models are precisely not dramatic. https://openaccess.thecvf.com/content/CVPR2021/papers/Wang_S...

[amelius]

How about cherry picking (which peer review can't easily catch)?