SOTA Knowledge Graph Completion benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
FB15k-237 (test)	CapsE	MRR0.523	179	1mo ago
WN18RR (test)	RotH	MRR49.6	177	1mo ago
WN18RR		Hits@189	165	1mo ago
FB15k-237	NBFNet	Hits@100.599	108	1mo ago
WN18 (test)	LERP	Hits@100.987	80	1mo ago
FB15K (test)	Best Published	Hits@10 (Filtered)93	41	1mo ago
Overall DB15K, MKG-W, MKG-Y	TOFU	MRR41.04	22	1mo ago
MKG-Y	TOFU	MRR43.72	22	1mo ago
MKG-W	TOFU	MRR0.404	22	1mo ago
DB15K		MRR39.79	22	1mo ago
UMLS	KERMIT	Hits@100.995	22	1mo ago
ogbl-wikikg2 (test)	TranS (large)	MRR0.6992	20	1mo ago
DBP5L Greek (test)	AlignKGC	Hits@158.2	18	1mo ago
Warden Alert Transductive	MultiTask HR-NBFNet	MR589.8	16	12d ago
Warden Alert (Inductive)	MultiTask AlertStar	MR2,532.5	16	12d ago
ogbl-biokg (test)	NBFNet	MRR0.8317	14	1mo ago
DBP5L Spanish (test)	AlignKGC	Hits@148	14	1mo ago
DBP5L Japanese (test)	JMAC	Hits@153.3	14	1mo ago
16 Inductive Knowledge Hypergraph Datasets newly proposed (test)	HYPER	MRR0.236	13	1mo ago
UMLS-PubMed (70%)	TAGREAL	Hits@553.46	13	1mo ago
UMLS-PubMed (40%)	TAGREAL	Hits@546.26	13	1mo ago
UMLS-PubMed (20%)	TAGREAL	Hits@535.83	13	1mo ago
FB60K-NYT10 100% training ratio (test)	RotatE	Hits@551.73	13	1mo ago
FB60K-NYT10 50% training ratio (test)	TagReal	Hits@548.98	13	1mo ago
FB60K-NYT10 20% training ratio (test)	TagReal	Hits@545.59	13	1mo ago

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