Recommendation on Yelp Evolving-Interest Long
42Avg HR@1,3,5MF
Evaluation results
| Method | Links | |
|---|---|---|
| MFCategory=Traditional RS2026.02 | 42 | |
| LightGCNCategory=DL-based RS2026.02 | 31.6 | |
| ChainRecCategory=Ours2026.02 | 15.7 | |
| DummyAgentCategory=Agentic RS2026.02 | 10.3 | |
| Agent4RecCategory=Agentic RS2026.02 | 10 | |
| RecHackerCategory=Agentic RS2026.02 | 9.3 | |
| BaseAgentCategory=Agentic RS2026.02 | 5.7 | |
| MemoryAgentCategory=Agentic RS2026.02 | 5 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 4.3 | |
| CoTAgentCategory=Agentic RS2026.02 | 3.3 | |
| Baseline666Category=Agentic RS2026.02 | 0 |