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IDEA-Research / detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
https://detrex.readthedocs.io/en/latest/
Apache License 2.0
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GroupDETR performance reproduction #287

Open rayleizhu opened 11 months ago

rayleizhu commented 11 months ago

I tried to reproduce GroupDETR results with detrex, and below is what I got, which shows significantly lower results than the paper report (Table 1). The experiment log can be found here.

image

What's the problem here? How can I reproduce the results reported in the paper?

rentainhe commented 11 months ago

I tried to reproduce GroupDETR results with detrex, and below is what I got, which shows significantly lower results than the paper report (Table 1). The experiment log can be found here.

image

What's the problem here? How can I reproduce the results reported in the paper?

This is our fault, we did not validate the detrex implementation of Group-DETR before and there's some other issues mentioned this situation, we will take a deep look into it and fix the bug in Group-DETR