Collaborative Filtering on Amazon-toys 20% synthetic (test)
13.28R@20DTL-NS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DTL-NSBackbone=LightGCN, LLM Model=Llama3-8b, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 13.28 | 8.05 | 8.96 | |
| HNLMRecBackbone=LightGCN, LLM Model=Llama3-8b, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 11.95 | 6.16 | 7.07 | |
| MixGCFBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 11.69 | 5.55 | 6.56 | |
| DNS(M,N)Backbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 11.57 | 5.65 | 6.61 | |
| AHNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 11.33 | 5.39 | 6.36 | |
| DNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 11.26 | 5.4 | 6.35 | |
| SRNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 10.79 | 4.9 | 5.86 | |
| RNSBackbone=LightGCN, Embedding Dimension=64, Optimizer=Adam, Batch Size=20482026.02 | 10.35 | 4.56 | 5.53 |