Knowledge Graph Completion on FB15k-237 (standard transductive) benchmark leaderboard · SOTA2 Research

Knowledge Graph Completion on FB15k-237 (standard transductive)

0.408MRRQ-GNN

Evaluation Results

Method	Links
Q-GNN2026.06		0.408	0.314	0.446	0.593
MGTCA2026.06		0.393	0.291	0.428	0.583
LORE2026.06		0.386	0.308	0.412	0.567
DiffusionE2026.06		0.378	0.293	0.412	0.543
RED-GNN2026.06		0.376	0.286	0.411	0.558
MR-SAGCN2026.06		0.368	0.276	0.403	0.55
TCRA2026.06		0.367	0.275	0.403	0.554
HousE2026.06		0.361	0.266	0.399	0.551
CompoundE2026.06		0.357	0.264	0.393	0.545
MSHE2026.06		0.356	0.264	0.392	0.544
CompGCN2026.06		0.355	0.264	0.39	0.535
RNNLogic2026.06		0.349	0.258	0.385	0.533
DRUM2026.06		0.343	0.255	0.378	0.516
RotatE2026.06		0.338	0.241	0.375	0.533