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danielzuegner avatar danielzuegner commented on September 1, 2024

Hi,

Can you specify which results you are aiming to reproduce? Note that due to the many sources of stochasticity involved, minor deviations to the results in the paper can be expected.

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zed-2018 avatar zed-2018 commented on September 1, 2024

Hi, I just trained the graph generation of cora_ml according to this code, but regardless of the iteration 50k or 100k, the edge overlap always oscillates around 0.4, and does not continue to rise to 0.5 or higher like this picture.
2018-07-25 3 16 37

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zed-2018 avatar zed-2018 commented on September 1, 2024

Hi, How can I calculate the Table 1 .Average rank?

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danielzuegner avatar danielzuegner commented on September 1, 2024

Hi,

regarding the edge overlap: please update the project and try again -- I've trained NetGAN today with EO criterion and could reach >50% edge overlap.

Regarding the average rank: This is the aggregation of all other results, i.e. we rank for each statistic all methods by how close they are to the original graph, and then average these ranks in order to have a single number to compare the methods.

Please let me know in case you have any other questions.

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zed-2018 avatar zed-2018 commented on September 1, 2024

I understand, thank you very much for your patience.

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