Next-item Prediction on Google Reviews
51Accuracy10 H+BLUE
Evaluation results
| Method | Links | |
|---|---|---|
| 10 H+BLUEHistory context=10 items, Profile generation method=BLUE2026.05 | 51 | |
| 10 H+LangPTuneHistory context=10 items, Profile generation method=LangPTune2026.05 | 45.4 | |
| 10 H+BaseHistory context=10 items, Profile generation method=Base2026.05 | 38.6 | |
| 10 H+RLAIFHistory context=10 items, Profile generation method=RLAIF2026.05 | 38.5 | |
| 10 H+RLPFHistory context=10 items, Profile generation method=RLPF2026.05 | 36.9 | |
| BLUEHistory context=None, Profile generation method=BLUE2026.05 | 35.1 | |
| LangPTuneHistory context=None, Profile generation method=LangPTune2026.05 | 28.6 | |
| 10 HistoryHistory context=10 items, Profile generation method=None2026.05 | 28.3 | |
| BaseHistory context=None, Profile generation method=Base2026.05 | 27.3 | |
| RLAIFHistory context=None, Profile generation method=RLAIF2026.05 | 25 | |
| RLPFHistory context=None, Profile generation method=RLPF2026.05 | 24.8 | |
| All HistoryHistory context=All items, Profile generation method=None2026.05 | 22.1 |