Recommendation on Amazon Evolving-Interest Long
68.7Avg HR@{1,3,5}ChainRec
Evaluation Results
| Method | Links | |
|---|---|---|
| ChainRecCategory=Ours2026.02 | 68.7 | |
| DummyAgentCategory=Agentic RS2026.02 | 65 | |
| RecHackerCategory=Agentic RS2026.02 | 64.3 | |
| Baseline666Category=Agentic RS2026.02 | 50.7 | |
| MFCategory=Traditional RS2026.02 | 38.4 | |
| Agent4RecCategory=Agentic RS2026.02 | 34 | |
| LightGCNCategory=DL-based RS2026.02 | 32.3 | |
| MemoryAgentCategory=Agentic RS2026.02 | 18.3 | |
| CoTAgentCategory=Agentic RS2026.02 | 17.7 | |
| BaseAgentCategory=Agentic RS2026.02 | 17.3 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 13.3 |