Rating Simulation on Amazon-Book
1.0145RMSENo Profile
Evaluation results
| Method | Links | ||
|---|---|---|---|
| No Profileprofile=empty profile2026.05 | 1.0145 | 0.2758 | |
| Raw Recent Interactionsprofile=raw recent interactions as context2026.05 | 1.0166 | 0.278 | |
| APG4RecSimmerging=hybrid semantic-causal merging2026.05 | 1.1028 | 0.2113 | |
| APG4RecSimmerging=semantic merging only2026.05 | 1.1113 | 0.2276 | |
| RecAgentprofile=generated by RecAgent2026.05 | 1.1181 | 0.2947 | |
| Agent4Recprofile=generated by Agent4Rec2026.05 | 1.1498 | 0.1795 |