Recommendation on Amazon Classic
72.3Avg Hit Rate @{1,3,5}ChainRec
Evaluation results
| Method | Links | |
|---|---|---|
| ChainRecCategory=Ours2026.02 | 72.3 | |
| RecHackerCategory=Agentic RS2026.02 | 63 | |
| Baseline666Category=Agentic RS2026.02 | 60 | |
| DummyAgentCategory=Agentic RS2026.02 | 54 | |
| BaseAgentCategory=Agentic RS2026.02 | 44 | |
| MemoryAgentCategory=Agentic RS2026.02 | 43.7 | |
| CoTAgentCategory=Agentic RS2026.02 | 39.7 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 33.3 | |
| Agent4RecCategory=Agentic RS2026.02 | 28.3 | |
| MFCategory=Traditional RS2026.02 | 15 | |
| LightGCNCategory=DL-based RS2026.02 | 15 |