From: A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions
Dataset
Model
GCN
GAT
GraphSAGE
GraphSAGE-Simple
GraphSAGE—Mean
GraphSAGE—LSTM
GraphSAGE—Pooling
CORA
81.5 (4Â s)
83
76.8
78.7
79.7
80.7
Citeseer
70.3 (7Â s)
72.5
74.2
77.8
78.8
79.8
Pubmed
79.0 (38Â s)
79
