Collaborative Filtering on Amazon-sports 20% synthetic (test)
14.08R@20DTL-NS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DTL-NSBackbone=LightGCN, LLM Model=Llama3-8b, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 14.08 | 8.74 | 9.58 | |
| HNLMRecBackbone=LightGCN, LLM Model=Llama3-8b, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 13.09 | 7.08 | 8.11 | |
| MixGCFBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 12.7 | 6.46 | 7.46 | |
| SRNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 12.68 | 5.95 | 7.07 | |
| AHNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 12.56 | 6.52 | 7.48 | |
| DNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 12.51 | 6.46 | 7.41 | |
| DNS(M,N)Backbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 11.76 | 6.37 | 7.16 | |
| RNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 10.81 | 5.11 | 6.08 |