Metric: nDCG@10 (higher is better)
| # | 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 |