Recommendation on Yelp Cold-Start User
15Avg. HR@{1,3,5}MF
Evaluation results
| Method | Links | |
|---|---|---|
| MFCategory=Traditional RS2026.02 | 15 | |
| LightGCNCategory=DL-based RS2026.02 | 15 | |
| ChainRecCategory=Ours2026.02 | 13.7 | |
| CoTAgentCategory=Agentic RS2026.02 | 4.3 | |
| MemoryAgentCategory=Agentic RS2026.02 | 4.3 | |
| BaseAgentCategory=Agentic RS2026.02 | 4 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 3.7 | |
| RecHackerCategory=Agentic RS2026.02 | 3 | |
| Agent4RecCategory=Agentic RS2026.02 | 2.7 | |
| Baseline666Category=Agentic RS2026.02 | 1.3 | |
| DummyAgentCategory=Agentic RS2026.02 | 1.3 |