Comparison to Graph Attention Networks

yinboc / DGP

Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019

MIT License

319 stars 57 forks source link

Comparison to Graph Attention Networks #13

Closed flash1803 closed 4 years ago

flash1803 commented 4 years ago

In 6.4 you made a comparison between 1-hidden-layer GCN with attention mechanism and 1-hidden-layer GCN. Why the results of GAT-1 are so close to GCN-1 ? The attention mechanism really works?

yinboc commented 4 years ago

From the results, we observe GAT-1 is not effective for this task in our setting.