zhumeiqiBUPT / AM-GCN

AM-GCN: Adaptive Multi-channel Graph Convolutional Networks
MIT License
219 stars 46 forks source link

About baseline performance #6

Closed LiFXe closed 3 years ago

LiFXe commented 3 years ago

I am confused why the performance of mixhop is significantly worse than some older baselines, is this because of the data?

zhumeiqiBUPT commented 3 years ago

Yes, I think so.

zhumeiqiBUPT commented 3 years ago

For example, for the BlogCatalog and Flickr datasets, MixHop has similar performance with GCN, since they all propagate feature along topology graph not feature graph, the only difference is that MixHop just concate high order information from topology graph which may help in some case.

LiFXe commented 3 years ago

OK, thanks a lot~