Knowledge Graph Completion

Benchmarks

Dataset Name	SOTA Method	Metric
FB15k-237 (test)	CapsE	MRR0.523	195	1mo ago
WN18RR (test)	RotH	MRR49.6	194	1mo ago
WN18RR		Hits@189	185	1mo ago
FB15k-237	RCDA	Hits@100.608	127	1mo ago
WN18 (test)	LERP	Hits@100.987	80	4mo ago
MKG-Y	TOFU	MRR43.72	42	3mo ago
MKG-W	TOFU	MRR0.404	42	3mo ago
DB15K	M-Hyper	MRR41.25	42	3mo ago
FB15K (test)	Best Published	Hits@10 (Filtered)93	41	4mo ago
KGC Benchmarks		ED (EDAS)20	40	1mo ago
MKG-Y (test)	RADD	MRR39.4	29	2mo ago
DB15K (test)	RADD	MRR45.02	29	2mo ago
UMLS	KERMIT	Hits@100.995	29	1mo ago
MKG-W (test)	RADD	MRR45.45	28	2mo ago
Overall DB15K, MKG-W, MKG-Y	TOFU	MRR41.04	22	4mo ago
ogbl-wikikg2 (test)	TranS (large)	MRR0.6992	20	4mo ago
DBP5L Greek (test)	AlignKGC	Hits@158.2	18	4mo ago
UMLS (test)	GRiD	MRR83.48	17	1mo ago
Family (test)	GRiD	MRR95.25	17	1mo ago
Warden Alert Transductive	MultiTask HR-NBFNet	MR589.8	16	3mo ago
Warden Alert (Inductive)	MultiTask AlertStar	MR2,532.5	16	3mo ago
FB15k-237 standard (transductive)	Q-GNN	MRR0.408	14	1mo ago
WN18RR standard (transductive)	Q-GNN	MRR57.2	14	1mo ago
ogbl-biokg (test)	NBFNet	MRR0.8317	14	4mo ago
DBP5L Spanish (test)	AlignKGC	Hits@148	14	4mo ago

Showing 25 of 111 rows