A Renovated CNN-Based Model Enhances KGC Task Performance

Table 3

Comparison results of link prediction task on WN18RR and FB15k-237 test sets. Hits@10 is reported in %.

Method	WN18RR			FB15k-237
	MR	MRR	Hits@10	MR	MRR	Hits@10
TransE	3384	0.226	50.1	347	0.294	46.4
DistMult	5110	0.425	49.1	254	0.241	41.9
ComplEx	5261	0.444	50.7	339	0.247	42.8
ConvE	4187	0.433	51.5	244	0.325	50.1
ConvKB	1711	0.251	52.9	246	0.407	52.7
CapsE	719	0.415	56.0	303	0.523	59.3
RotatE	3340	0.476	57.1	177	0.338	53.3
MF-ConvKB	1273	0.261	56.1	207	0.307	48.2
DP-ConvKB	139	0.703	73.1	101	0.734	75.0