Link Prediction on MovieLens 25M

Metric: Hits@10 (higher is better)

LeaderboardDataset

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#	Model↕	Hits@10▼	Extra Data	Paper	Date↕	Code
1	PEAGAT	0.8284	No	Metapath- and Entity-aware Graph Neural Network ...	2020-10-22	Code
2	CFKG	0.8152	No	Learning Heterogeneous Knowledge Base Embeddings...	2018-05-09	Code
3	KGAT	0.8147	No	KGAT: Knowledge Graph Attention Network for Reco...	2019-05-20	Code
4	NFM	0.8132	No	Neural Factorization Machines for Sparse Predict...	2017-08-16	Code
5	metapath2vec	0.7956	No	-	-	Code
6	NGCF	0.7807	No	Neural Graph Collaborative Filtering	2019-05-20	Code
7	KGCN	0.771	No	Knowledge Graph Convolutional Networks for Recom...	2019-03-18	Code

#1PEAGATSOTA
0.8284
Hits@10· 2020-10-22
Metapath- and Entity-aware Graph Neural Network for Recommendation Code
#2CFKGSOTA
0.8152
Hits@10· 2018-05-09
Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation Code
#3KGAT
0.8147
Hits@10· 2019-05-20
KGAT: Knowledge Graph Attention Network for Recommendation Code
#4NFMSOTA
0.8132
Hits@10· 2017-08-16
Neural Factorization Machines for Sparse Predictive Analytics Code
#5metapath2vec
0.7956
Hits@10
No paperCode
#6NGCF
0.7807
Hits@10· 2019-05-20
Neural Graph Collaborative Filtering Code
#7KGCN
0.771
Hits@10· 2019-03-18
Knowledge Graph Convolutional Networks for Recommender Systems Code