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Recommendation on Goodreads Classic

56.7Avg HR @{1,3,5}ChainRec
7.40420.2023345.798Feb 11, 2026

Evaluation results

MethodLinks
ChainRecCategory=Ours2026.0256.7
DummyAgentCategory=Agentic RS2026.0256.3
RecHackerCategory=Agentic RS2026.0255
Baseline666Category=Agentic RS2026.0254.7
CoTAgentCategory=Agentic RS2026.0223
BaseAgentCategory=Agentic RS2026.0220.3
MemoryAgentCategory=Agentic RS2026.0218
CoTMemAgentCategory=Agentic RS2026.0217.3
MFCategory=Traditional RS2026.0215
LightGCNCategory=DL-based RS2026.0215
Agent4RecCategory=Agentic RS2026.029.3