Link Prediction on Yelp

Metric: nDCG@10 (higher is better)

LeaderboardDataset

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#	Model↕	nDCG@10▼	Extra Data	Paper	Date↕	Code
1	PEAGAT	0.6641	No	Metapath- and Entity-aware Graph Neural Network ...	2020-10-22	Code
2	KGAT	0.6136	No	KGAT: Knowledge Graph Attention Network for Reco...	2019-05-20	Code
3	NFM	0.6062	No	Neural Factorization Machines for Sparse Predict...	2017-08-16	Code
4	CFKG	0.5826	No	Learning Heterogeneous Knowledge Base Embeddings...	2018-05-09	Code
5	NGCF	0.481	No	Neural Collaborative Filtering vs. Matrix Factor...	2020-05-19	Code
6	KGCN	0.4668	No	Knowledge Graph Convolutional Networks for Recom...	2019-03-18	Code
7	Metapath2Vec	0.402	No	-	-	Code

#1PEAGATSOTA
0.6641
nDCG@10· 2020-10-22
Metapath- and Entity-aware Graph Neural Network for Recommendation Code
#2KGATSOTA
0.6136
nDCG@10· 2019-05-20
KGAT: Knowledge Graph Attention Network for Recommendation Code
#3NFMSOTA
0.6062
nDCG@10· 2017-08-16
Neural Factorization Machines for Sparse Predictive Analytics Code
#4CFKG
0.5826
nDCG@10· 2018-05-09
Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation Code
#5NGCF
0.481
nDCG@10· 2020-05-19
Neural Collaborative Filtering vs. Matrix Factorization Revisited Code
#6KGCN
0.4668
nDCG@10· 2019-03-18
Knowledge Graph Convolutional Networks for Recommender Systems Code
#7Metapath2Vec
0.402
nDCG@10
No paperCode