Link Prediction on WN18

Metric: Hits@1 (higher is better)

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#	Model↕	Hits@1▼	Extra Data	Paper	Date↕	Code
1	Inverse Model	0.953	Yes	Convolutional 2D Knowledge Graph Embeddings	2017-07-05	Code
2	TuckER	0.949	No	TuckER: Tensor Factorization for Knowledge Graph...	2019-01-28	Code
3	LineaRE	0.947	No	LineaRE: Simple but Powerful Knowledge Graph Emb...	2020-04-21	Code
4	HypER	0.947	No	Hypernetwork Knowledge Graph Embeddings	2018-08-21	Code
5	ConvR	0.947	No	-	-	-
6	MEI (small)	0.946	No	Multi-Partition Embedding Interaction with Block...	2020-06-29	Code
7	MEI-BTD	0.946	No	Multi-Partition Embedding Interaction with Block...	2020-06-29	Code
8	QuatE	0.945	No	Quaternion Knowledge Graph Embeddings	2019-04-23	Code
9	DensE	0.945	No	DensE: An Enhanced Non-commutative Representatio...	2020-08-11	Code
10	QuatDE	0.944	No	QuatDE: Dynamic Quaternion Embedding for Knowled...	2021-05-19	Code
11	RotatE	0.944	No	RotatE: Knowledge Graph Embedding by Relational ...	2019-02-26	Code
12	SimplE	0.944	No	SimplE Embedding for Link Prediction in Knowledg...	2018-02-13	Code
13	pRotatE	0.942	No	RotatE: Knowledge Graph Embedding by Relational ...	2019-02-26	Code
14	ANALOGY	0.939	No	Analogical Inference for Multi-Relational Embedd...	2017-05-06	Code
15	SimplE	0.939	No	SimplE Embedding for Link Prediction in Knowledg...	2018-02-13	Code
16	ComplEx	0.936	No	Complex Embeddings for Simple Link Prediction	2016-06-20	Code
17	ConvE	0.935	No	Convolutional 2D Knowledge Graph Embeddings	2017-07-05	Code
18	Quaternion	0.931	No	Analyzing Knowledge Graph Embedding Methods from...	2019-03-27	Code
19	HHolE	0.931	No	Augmenting Compositional Models for Knowledge Ba...	2018-11-02	-
20	HolE	0.93	No	Holographic Embeddings of Knowledge Graphs	2015-10-16	Code
21	Gaifman	0.761	No	Discriminative Gaifman Models	2016-10-28	-
22	DistMult	0.728	No	Embedding Entities and Relations for Learning an...	2014-12-20	Code