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Knowledge Graph Reasoning on FB15K ptb_rate=0.5 (test)

0.417MRR

nPUGraph

Updated 4d ago

Evaluation Results

Method	Links
nPUGraph 2023.06		0.417	0.663	0.47	0.291
CompGCN 2023.06		0.378	0.6	0.429	0.266
RotatE 2023.06		0.35	0.547	0.398	0.249
SANS 2023.06		0.335	0.545	0.387	0.224
PUDA 2023.06		0.329	0.525	0.369	0.229
DistMult 2023.06		0.328	0.536	0.372	0.224
ComplEx 2023.06		0.322	0.525	0.365	0.22
TransE 2023.06		0.279	0.54	0.363	0.136
NSCaching 2023.06		0.272	0.454	0.31	0.179
UKGE 2023.06		0.257	0.299	0.213	0.088
TransR 2023.06		0.256	0.5	0.323	0.127
RGCN 2023.06		0.134	0.271	0.142	0.065