Rating Simulation on ML-1M
1.0888RMSERaw Recent Interactions
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Raw Recent Interactionsprofile=raw recent interactions as context2026.05 | 1.0888 | 0.3157 | |
| No Profileprofile=empty profile2026.05 | 1.0969 | 0.3241 | |
| APG4RecSimmerging=hybrid semantic-causal merging2026.05 | 1.1225 | 0.2507 | |
| APG4RecSimmerging=semantic merging only2026.05 | 1.1603 | 0.2515 | |
| RecAgentprofile=generated by RecAgent2026.05 | 1.1704 | 0.2863 | |
| Agent4Recprofile=generated by Agent4Rec2026.05 | 1.3068 | 0.2162 |