Link Prediction on Yelp

Metric: HR@10 (higher is better)

LeaderboardDataset

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#	Model↕	HR@10▼	Extra Data	Paper	Date↕	Code
1	PEAGAT	0.9128	No	Metapath- and Entity-aware Graph Neural Network ...	2020-10-22	Code
2	KGAT	0.8762	No	KGAT: Knowledge Graph Attention Network for Reco...	2019-05-20	Code
3	CFKG	0.8729	No	Learning Heterogeneous Knowledge Base Embeddings...	2018-05-09	Code
4	NFM	0.8595	No	Neural Factorization Machines for Sparse Predict...	2017-08-16	Code
5	KGCN	0.8125	No	Knowledge Graph Convolutional Networks for Recom...	2019-03-18	Code
6	NGCF	0.8068	No	Neural Collaborative Filtering vs. Matrix Factor...	2020-05-19	Code
7	Metapath2Vec	0.6307	No	-	-	Code

#1PEAGATSOTA
0.9128
HR@10· 2020-10-22
Metapath- and Entity-aware Graph Neural Network for Recommendation Code
#2KGATSOTA
0.8762
HR@10· 2019-05-20
KGAT: Knowledge Graph Attention Network for Recommendation Code
#3CFKGSOTA
0.8729
HR@10· 2018-05-09
Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation Code
#4NFMSOTA
0.8595
HR@10· 2017-08-16
Neural Factorization Machines for Sparse Predictive Analytics Code
#5KGCN
0.8125
HR@10· 2019-03-18
Knowledge Graph Convolutional Networks for Recommender Systems Code
#6NGCF
0.8068
HR@10· 2020-05-19
Neural Collaborative Filtering vs. Matrix Factorization Revisited Code
#7Metapath2Vec
0.6307
HR@10
No paperCode