NC-GNN: Consistent Neighbors of Nodes Help More in Graph Neural Networks

Table 6

Running time(s) of the models on the datasets.

Data	Cora	Citeseer	PubMed	Photo	Computers
GCN	1.71	1.87	6.17	3.76	7.75
NC-GCN	2.62(+53.2%)	2.98(+53.0%)	7.04(14.1%)	6.57(+48.1%)	9.58(+23.6%)
GAT	19.50	26.91	89.78	84.14	144.67
NC-GAT	20.39(+4.6%)	28.01(+4.1%)	90.67(+1.0%)	85.95(+2.2%)	146.48(+1.2%)