Paper | Code | nDCG@10 | Hits@10 | ModelName | ReleaseDate |
---|---|---|---|---|---|
Metapath- and Entity-aware Graph Neural Network for Recommendation | ✓ Link | 0.5475 | 0.8284 | PEAGAT | 2020-10-22 |
Neural Factorization Machines for Sparse Predictive Analytics | ✓ Link | 0.5347 | 0.8132 | NFM | 2017-08-16 |
KGAT: Knowledge Graph Attention Network for Recommendation | ✓ Link | 0.5236 | 0.8147 | KGAT | 2019-05-20 |
Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation | ✓ Link | 0.5196 | 0.8152 | CFKG | 2018-05-09 |
metapath2vec: Scalable Representation Learning for Heterogeneous Networks | ✓ Link | 0.5051 | 0.7956 | metapath2vec | 2017-08-01 |
Neural Graph Collaborative Filtering | ✓ Link | 0.4866 | 0.7807 | NGCF | 2019-05-20 |
Knowledge Graph Convolutional Networks for Recommender Systems | ✓ Link | 0.4699 | 0.771 | KGCN | 2019-03-18 |