Link Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
FB15k-237 (test)	RotatE	Hits@1097.9	419	16d ago
WN18RR (test)	NodePiece + RotatE	Hits@1098.5	380	1mo ago
FB15k-237	Com_rank	MRR69	293	1mo ago
WN18RR	LASS	Hits@1078.6	188	1mo ago
FB15K (test)	RulE	Hits@1089.6	164	1mo ago
Citeseer	GLACE	AUC98.43	146	1mo ago
WN18 (test)	R-GCN	Hits@1096.4	142	1mo ago
PubMed	AIR-GAE	AUC99.2	128	10d ago
YAGO3-10 (test)	NodePiece + RotatE	MRR95.1	127	1mo ago
Cora	GLACE	AUC0.986	116	1mo ago
ogbl-wikikg2 (test)	GraphSAGE	MRR0.7574	95	1mo ago
ogbl-collab (test)	GIDN + PSGv2	Hits@5070.69	92	1mo ago
FB15k	QuatE	Hits@1090	90	1mo ago
ogbl-wikikg2 (val)	RelEns-DSC	MRR0.7541	87	1mo ago
Reddit (inductive)	CoDCL	AP99.18	81	4d ago
ogbl-ppa (test)	GraphGPT	Hits@1000.7655	77	1mo ago
WN18	TransERR	Hits@1096.5	77	1mo ago
ogbl-ddi (test)	ELGNN	Hits@2097.77	71	1mo ago
Cora (test)	H2H-GCN	AUC0.95	69	1mo ago
Enron (inductive)	DyG2Vec	AP97.6	66	4d ago
Pubmed (test)	NBFNet	AUC98.3	65	1mo ago
FB15k-237 filtered (test)	ComplEx	Hits@100.56	60	1mo ago
WN18 target		MRR0.99	58	1mo ago
Wikidata5M (test)	BLP-SimplE	MRR0.493	58	1mo ago
ogbl-citation2 (test)	GraphGPT	MRR0.9305	57	1mo ago

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