Knowledge Graph Completion on FB15k-237

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Hits@10

Rank	Model	Hits@10	Hits@1	Hits@3	MR	MRR	Paper	Code	Year
1	KBGAT	62.6	–	54	–	–	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
2	HAKE	54.2	–	–	–	–	Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction	MIRALab-USTC/KGE-HAKE · thu-keg/eakit · MIRALab-USTC/KGE-DURA · +6	2019
3	PKGC	48.7	–	–	–	–	Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach		2021
4	KBAT	–	46	–	0.210	0.518	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
5	KBGAT	62.6	–	54	–	–	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
6	HAKE	54.2	–	–	–	–	Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction	MIRALab-USTC/KGE-HAKE · thu-keg/eakit · MIRALab-USTC/KGE-DURA · +6	2019
7	PKGC	48.7	–	–	–	–	Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach		2021
8	KBAT	–	46	–	0.210	0.518	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
9	KBGAT	62.6	–	54	–	–	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
10	HAKE	54.2	–	–	–	–	Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction	MIRALab-USTC/KGE-HAKE · thu-keg/eakit · MIRALab-USTC/KGE-DURA · +6	2019
11	PKGC	48.7	–	–	–	–	Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach		2021
12	KBAT	–	46	–	0.210	0.518	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
13	KBGAT	62.6	–	54	–	–	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019
14	HAKE	54.2	–	–	–	–	Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction	MIRALab-USTC/KGE-HAKE · thu-keg/eakit · MIRALab-USTC/KGE-DURA · +6	2019
15	PKGC	48.7	–	–	–	–	Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach		2021
16	KBAT	–	46	–	0.210	0.518	Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs	deepakn97/relationPrediction · KXY-PUBLIC/NASE	2019