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How to get the reported accuracy on Cora?

Open hengruizhang98 opened this issue 3 years ago • 5 comments

Hi, I am trying to reproduce the experiments on Cora dataset, but I cannot get the expected accuracy(> 86%) on Cora. Would you please give detailed instructions on how to get it?

hengruizhang98 avatar Mar 08 '21 05:03 hengruizhang98

I have the same problem with @hengruizhang98 . I didnot modify any code and the released code can only achieve <84% accuracy on Cora dataset.

chaojiewang94 avatar May 13 '21 02:05 chaojiewang94

I have the same problem with @hengruizhang98 . I didnot modify any code and the released code can only achieve <84% accuracy on Cora dataset.

Hi, How did you download the cora dataset, I tried various methods but failed to download.

Zbiang avatar May 18 '21 12:05 Zbiang

I have the same problem with @hengruizhang98 . I didnot modify any code and the released code can only achieve <84% accuracy on Cora dataset.

Hi, How did you download the cora dataset, I tried various methods but failed to download.

@Zbiang you can go with below 2 lines, at least I succeed with them. from dgl.data import citation_graph as citegrh ds = citegrh.load_cora()

wiredosprout avatar Aug 22 '21 21:08 wiredosprout

The split of cora dataset in dgl is different from the public split, which is pointed in https://github.com/kavehhassani/mvgrl/issues/2.

I have the same problem with @hengruizhang98 . I didnot modify any code and the released code can only achieve <84% accuracy on Cora dataset.

Hi, How did you download the cora dataset, I tried various methods but failed to download.

@Zbiang you can go with below 2 lines, at least I succeed with them. from dgl.data import citation_graph as citegrh ds = citegrh.load_cora()

wzfhaha avatar Jan 24 '22 07:01 wzfhaha

I got the same problem with the CORA results. I tried a lot of hyper-parameters, but most of them give me <84% accuracy, and only a few can reach <85% with good luck. I wonder how to achieve 86.8% in the paper?

ltz0120 avatar Feb 03 '22 12:02 ltz0120