Knowledge Graph Reasoning on FB15K ptb_rate=0.5 (test) benchmark leaderboard · SOTA2 Research

Knowledge Graph Reasoning on FB15K ptb_rate=0.5 (test)

0.417MRRnPUGraph

Evaluation Results

Method	Links
nPUGraph2023.06		0.417	0.663	0.47	0.291
CompGCN2023.06		0.378	0.6	0.429	0.266
RotatE2023.06		0.35	0.547	0.398	0.249
SANS2023.06		0.335	0.545	0.387	0.224
PUDA2023.06		0.329	0.525	0.369	0.229
DistMult2023.06		0.328	0.536	0.372	0.224
ComplEx2023.06		0.322	0.525	0.365	0.22
TransE2023.06		0.279	0.54	0.363	0.136
NSCaching2023.06		0.272	0.454	0.31	0.179
UKGE2023.06		0.257	0.299	0.213	0.088
TransR2023.06		0.256	0.5	0.323	0.127
RGCN2023.06		0.134	0.271	0.142	0.065