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Semantic3D lower result #133

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hpc100 opened this issue Sep 18, 2023 · 2 comments
Open

Semantic3D lower result #133

hpc100 opened this issue Sep 18, 2023 · 2 comments

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@hpc100
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hpc100 commented Sep 18, 2023

Thanks for the great work and open-sourcing it. @guochengqian
Has anyone tested PointNext on Semantic3d (reduced-8) ?
It seems the results are very weak (close to mIoU 50) and model are underfitting.

@hpc100 hpc100 changed the title Semantic3D Semantic3D lower result Sep 20, 2023
@guochengqian
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Have you played with radius and data augmentations.
Radius matter a lot for different datasets.
Please let me know

@hpc100
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hpc100 commented Oct 18, 2023

@guochengqian thank's for the reply
Have you any ideas of the possible range of radius ?
With Semantic3D, I also have one other problem referenced in #138 ; concerning ignore_index in IoU introducing a gap between train and val IoU.
I will try to change radius.
Thank's.

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