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dongliangcao / Unsupervised-Learning-of-Robust-Spectral-Shape-Matching

SIGGRAPH23: Unsupervised Learning of Robust Spectral Shape Matching
MIT License
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Result #8

Open SlamDunk-ycw opened 1 month ago

SlamDunk-ycw commented 1 month ago

I found that I can't reproduce the result in the paper, and the released pretrained model is also work badly. So , could you give some more instruction about this?

dongliangcao commented 1 month ago

Could you specify the problem you have and list the steps you tried?

SlamDunk-ycw commented 1 week ago

I went through your github code. 1.I only changed the non-isometric in the option.py file of the smal dataset to false (because I found that it works a little better this way)

  1. and then I downloaded the dataset you provided and processed it through the dataset processing code you given
  2. and then trained it according to your train.py file (no test enhancement) However, the SMAL result was 6.3, a slight decrease from 5.8 in the paper. What gpu did you use for your experiments? Because I found that different GPUs may slightly affect the result. 

------------------ 原始邮件 ------------------ 发件人: "dongliangcao/Unsupervised-Learning-of-Robust-Spectral-Shape-Matching" @.>; 发送时间: 2024年6月5日(星期三) 下午5:59 @.>; @.**@.>; 主题: Re: [dongliangcao/Unsupervised-Learning-of-Robust-Spectral-Shape-Matching] Result (Issue #8)

Could you specify the problem you have and list the steps you tried?

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