Recommendation on Goodreads Evolving-Interest Short (Avg. HR@{1,3,5})
69.7Avg HR@{1,3,5}ChainRec
Evaluation Results
| Method | Links | |
|---|---|---|
| ChainRecCategory=Ours2026.02 | 69.7 | |
| RecHackerCategory=Agentic RS2026.02 | 66.3 | |
| Baseline666Category=Agentic RS2026.02 | 63.3 | |
| DummyAgentCategory=Agentic RS2026.02 | 60.7 | |
| Agent4RecCategory=Agentic RS2026.02 | 42.7 | |
| BaseAgentCategory=Agentic RS2026.02 | 29.7 | |
| MemoryAgentCategory=Agentic RS2026.02 | 29.7 | |
| LightGCNCategory=DL-based RS2026.02 | 22.3 | |
| MFCategory=Traditional RS2026.02 | 21.3 | |
| CoTMemAgentCategory=Agentic RS2026.02 | 21.3 | |
| CoTAgentCategory=Agentic RS2026.02 | 16.3 |