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ma-xu / pointMLP-pytorch

[ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework"
Apache License 2.0
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Hyperparamater about experiment on ScanObjectNN #87

Closed liller closed 4 months ago

liller commented 1 year ago

Thanks so much for your work! @ma-xu

I also try to train the model on ScanobjectNN ds with the hyperparameter for 200 epochs. But there is a degree of over-fitting. Are there any methods to alleviate this problem and could you analyse why the over-fitting is more significant on this dataset? Because ScanObjectNN is actually more complex and challenging than ModelNet40.

Many thanks in advance.

ma-xu commented 4 months ago

Hi, thanks for the issue. Currently no specific idea on this. However, both ModelNet40 and ScanObjectNN are small datasets, probably we need a significantly larger dataset.