Recommendation on Goodreads Evolving-Interest Long
70.3Avg HR@{1,3,5}ChainRec
Evaluation results
| Method | Links | |
|---|---|---|
| ChainRecCategory=Ours2026.02 | 70.3 | |
| RecHackerCategory=Agentic RS2026.02 | 68.7 | |
| DummyAgentCategory=Agentic RS2026.02 | 66.7 | |
| Baseline666Category=Agentic RS2026.02 | 66 | |
| Agent4RecCategory=Agentic RS2026.02 | 41.3 | |
| BaseAgentCategory=Agentic RS2026.02 | 32 | |
| MFCategory=Traditional RS2026.02 | 29.7 | |
| MemoryAgentCategory=Agentic RS2026.02 | 29.3 | |
| CoTAgentCategory=Agentic RS2026.02 | 24 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 23.3 | |
| LightGCNCategory=DL-based RS2026.02 | 18 |