Personalized Product Rating on LaMP-3
0.17MAETAP-PER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TAP-PERtype=Model-based, variant=+Pu§2026.06 | 0.17 | 0.43 | |
| PER-PCStype=Model-based, variant=+pag2026.06 | 0.188 | 0.472 | |
| TAP-PERtype=Model-based, variant=+Pq‡2026.06 | 0.188 | 0.453 | |
| P2Ptype=Model-based, variant=single2026.06 | 0.201 | 0.507 | |
| PER-PCStype=Model-based, variant=+rag2026.06 | 0.205 | 0.491 | |
| OPPUtype=Model-based, variant=base2026.06 | 0.218 | 0.453 | |
| OPPUtype=Model-based, variant=+rag2026.06 | 0.223 | 0.43 | |
| OPPUtype=Model-based, variant=+pag2026.06 | 0.25 | 0.54 | |
| TAP-PERtype=Model-based, variant=base†2026.06 | 0.286 | 0.567 | |
| PAGtype=Prompt-based, k=02026.06 | 0.304 | 0.598 | |
| PAGtype=Prompt-based, k=12026.06 | 0.357 | 0.694 | |
| RAGtype=Prompt-based, k=22026.06 | 0.375 | 0.744 | |
| RAGtype=Prompt-based, k=42026.06 | 0.393 | 0.866 | |
| PER-PCStype=Model-based, variant=base2026.06 | 0.393 | 0.581 | |
| RAGtype=Prompt-based, k=12026.06 | 0.42 | 0.796 |