Link Prediction On Movielens 25M
评估指标
Hits@10
nDCG@10
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Hits@10 | nDCG@10 | Paper Title | Repository |
|---|---|---|---|---|
| NFM | 0.8132 | 0.5347 | Neural Factorization Machines for Sparse Predictive Analytics | |
| metapath2vec | 0.7956 | 0.5051 | metapath2vec: Scalable Representation Learning for Heterogeneous Networks | |
| KGCN | 0.771 | 0.4699 | Knowledge Graph Convolutional Networks for Recommender Systems | |
| KGAT | 0.8147 | 0.5236 | KGAT: Knowledge Graph Attention Network for Recommendation | |
| NGCF | 0.7807 | 0.4866 | Neural Graph Collaborative Filtering | |
| PEAGAT | 0.8284 | 0.5475 | Metapath- and Entity-aware Graph Neural Network for Recommendation | |
| CFKG | 0.8152 | 0.5196 | Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation |
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