Share your thoughts, 1 month free Claude Pro on usSee more

Knowledge Graph Reasoning on WN18

0.493MRR

nPUGraph

Updated 1mo ago

Evaluation Results

Method	Links
nPUGraph 2023.06		0.493	0.582	0.519	0.442
SANS 2023.06		0.453	0.528	0.479	0.409
ComplEx 2023.06		0.448	0.526	0.475	0.403
RotatE 2023.06		0.446	0.524	0.474	0.4
CompGCN 2023.06		0.445	0.522	0.471	0.4
DistMult 2023.06		0.397	0.518	0.453	0.32
PUDA 2023.06		0.382	0.499	0.444	0.306
RGCN 2023.06		0.362	0.464	0.412	0.3
NSCaching 2023.06		0.306	0.401	0.334	0.255
UKGE 2023.06		0.241	0.447	0.309	0.119
TransE 2023.06		0.229	0.481	0.416	0.03
TransR 2023.06		0.229	0.48	0.408	0.035