Table 6:

Results on converted conventional graphs: Mean accuracy (%) ± standard deviation. Bold values indicate the best result. 10% of all vertices are used for training.

	Cora	Citeseer	Pubmed	Cora-CA	DBLP-CA	Zoo	20Newsgroups
HGNN	67.37 ± 1.45	62.76 ± 1.42	82.16 ± 0.38	66.80 ± 1.79	85.28 ± 0.29	47.84 ± 6.87	70.27 ± 0.73
A2	67.18 ± 1.42	63.52 ± 2.35	82.37 ± 0.34	67.14 ± 1.79	85.22 ± 0.26	46.85 ± 10.15	70.46 ± 1.21
A4	67.24 ± 1.51	63.37 ± 2.56	82.25 ± 0.43	66.88 ± 2.07	85.16 ± 0.25	46.85 ± 9.93	69.35 ± 1.24
Mushroom	NTU2012	ModelNet40	Yelp	House (0.6)	House (1.0)	Walmart (0.6)	Walmart (1.0)
97.15 ± 0.47	70.26 ± 1.70	87.60 ± 0.36	26.91 ± 0.37	58.01 ± 2.47	57.65 ± 2.69	59.48 ± 0.19	53.97 ± 0.29
97.29 ± 0.45	69.91 ± 1.59	87.75 ± 0.33	26.72 ± 0.36	58.08 ± 3.28	57.53 ± 2.80	59.49 ± 0.22	54.04 ± 0.24
97.15 ± 0.55	69.94 ± 1.54	87.65 ± 0.36	26.66 ± 0.45	58.47 ± 2.99	57.73 ± 2.84	59.53 ± 0.22	53.98 ± 0.26