Link Prediction on FB122

Metric: MRR (higher is better)

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#	Model↕	MRR▼	Extra Data	Paper	Date↕	Code
1	Prob-CBR	72.7	No	Probabilistic Case-based Reasoning for Open-Worl...	2020-10-07	Code
2	RotatE	67.8	No	RotatE: Knowledge Graph Embedding by Relational ...	2019-02-26	Code
3	GNTPs	67.8	No	Differentiable Reasoning on Large Knowledge Base...	2019-12-17	Code
4	ComplEx	64.1	No	Complex Embeddings for Simple Link Prediction	2016-06-20	Code
5	TransE	48	No	-	-	Code

#1Prob-CBRSOTA
72.7
MRR· 2020-10-07
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion Code
#2RotatESOTA
67.8
MRR· 2019-02-26
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Code
#3GNTPs
67.8
MRR· 2019-12-17
Differentiable Reasoning on Large Knowledge Bases and Natural Language Code
#4ComplExSOTA
64.1
MRR· 2016-06-20
Complex Embeddings for Simple Link Prediction Code
#5TransE
48
MRR
No paperCode