You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
I have skimmed through the repo. As I am currently interested in the graph generation problem, so I have looked deeper into the Community generation problem. There is an abnormal problem in the code that generates the Community dataset, where a hundred of generated graph samples have the same number of nodes, and the same number of nodes for each generated community given a graph sample. I think that It is not a standard way that researchers benchmark models on this dataset. After fixing this issue by having different number of nodes per community per generated graph, I tested again your model and the results changed significantly, and that does not resemble to the published results.
what I have changed is to put c_sizes in the k loop to have various graph sizes and community sizes.
Hi authors,
Thank you for your published code!
I have skimmed through the repo. As I am currently interested in the graph generation problem, so I have looked deeper into the Community generation problem. There is an abnormal problem in the code that generates the Community dataset, where a hundred of generated graph samples have the same number of nodes, and the same number of nodes for each generated community given a graph sample. I think that It is not a standard way that researchers benchmark models on this dataset. After fixing this issue by having different number of nodes per community per generated graph, I tested again your model and the results changed significantly, and that does not resemble to the published results.
what I have changed is to put
c_sizes
in thek
loop to have various graph sizes and community sizes.MGVAE/general_graph_generation/create_graphs.py
Line 66 in d254519
MGVAE/general_graph_generation/create_graphs.py
Line 68 in d254519
The text was updated successfully, but these errors were encountered: