yuantianyuan01 / StreamMapNet

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Performance gap between using the ego coordinate system and the lidar coordinate system. #26

Open Bio-shine opened 1 month ago

Bio-shine commented 1 month ago

Thanks for your work. I have tried streammapnet using the lidar coordinate system, and met a performance degradation about 10% in mAP. Maybe there exists bugs in my re-implementation. Have you ever tried modeling in the lidar coordinate system, why do you choose the ego-system?

And i found a bit difference existing in the generation of lane gts from the way in MapTR. Can you tell me the difference more specifically , as i do not find the details in the paper.

Thank you.

yuantianyuan01 commented 1 month ago

1) For the first question "Have you ever tried modeling in the lidar coordinate system?": No, but I suggest you re-checking the coordinate system. 2) For the second question, our implementation on NuScenes dataset should be almost the same as MapTR. We only add additional post-processing on Argoverse2 dataset.