OpenCodePapers

link-prediction-on-movielens-25m

Link Prediction
Dataset Link
Results over time
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PaperCodenDCG@10Hits@10ModelNameReleaseDate
Metapath- and Entity-aware Graph Neural Network for Recommendation✓ Link0.54750.8284PEAGAT2020-10-22
Neural Factorization Machines for Sparse Predictive Analytics✓ Link0.53470.8132NFM2017-08-16
KGAT: Knowledge Graph Attention Network for Recommendation✓ Link0.52360.8147KGAT2019-05-20
Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation✓ Link0.51960.8152CFKG2018-05-09
metapath2vec: Scalable Representation Learning for Heterogeneous Networks✓ Link0.50510.7956metapath2vec2017-08-01
Neural Graph Collaborative Filtering✓ Link0.48660.7807NGCF2019-05-20
Knowledge Graph Convolutional Networks for Recommender Systems✓ Link0.46990.771KGCN2019-03-18