Recommendation on Yelp Classic
28.3Mean HR@{1,3,5}ChainRec
Evaluation results
| Method | Links | |
|---|---|---|
| ChainRecCategory=Ours2026.02 | 28.3 | |
| MFCategory=Traditional RS2026.02 | 15 | |
| LightGCNCategory=DL-based RS2026.02 | 15 | |
| Agent4RecCategory=Agentic RS2026.02 | 7.6 | |
| Baseline666Category=Agentic RS2026.02 | 7.3 | |
| RecHackerCategory=Agentic RS2026.02 | 7 | |
| DummyAgentCategory=Agentic RS2026.02 | 6.3 | |
| CoTAgentCategory=Agentic RS2026.02 | 4.3 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 4.3 | |
| BaseAgentCategory=Agentic RS2026.02 | 4 | |
| MemoryAgentCategory=Agentic RS2026.02 | 3.7 |