The code on Ade20k about entity

[qqlu]

We use the class-agnostic COCO API to evaluate both COCO and ADE20K. Thus, you could only transform the ADE20K annotation format to COCO annotation format.

[Yinyf0804]

Thanks for your advice. I use the model trained on COCO (r50 1x 29.8) and evaluate it on ADE20K val, get the results 20.09 box AP and 13.78 seg AP. So i wonder if the AP box are used as AP_e in Table4(a) ?

[qqlu]

We still use AP_e to evaluate ADE20K. At first, we use 3x models in Table4(a). Second, we clear some annotations in ADE20K to keep consistency with COCO. That's because the definitions of COCO and ADE20K for things and stuff are different. This part of the code should be released after the acceptance of the paper.

It is also a weakness of our paper that the annotation should be kreept consistent among different datasets. We are solving this problem in another way.

[Yinyf0804]

Thanks for your reply. But the caption of Table4 mentions that "(3) Ours with 12 epochs in (a)", and Sec 6.2 mentions that "PanopticFCN and DETR are trained for 12 and 300 epochs". I wonder if you actually use 1x models in Table4(a)?