Next-item Prediction on Amazon Books
66.9Accuracy10 H+BLUE
Evaluation results
| Method | Links | |
|---|---|---|
| 10 H+BLUEHistory context=10 items, Profile generation method=BLUE2026.05 | 66.9 | |
| 10 H+LangPTuneHistory context=10 items, Profile generation method=LangPTune2026.05 | 63.6 | |
| 10 H+RLPFHistory context=10 items, Profile generation method=RLPF2026.05 | 61.2 | |
| 10 H+BaseHistory context=10 items, Profile generation method=Base2026.05 | 60.2 | |
| 10 H+RLAIFHistory context=10 items, Profile generation method=RLAIF2026.05 | 59.8 | |
| 10 HistoryHistory context=10 items, Profile generation method=None2026.05 | 59.5 | |
| All HistoryHistory context=All items, Profile generation method=None2026.05 | 59.2 | |
| BLUEHistory context=None, Profile generation method=BLUE2026.05 | 58.2 | |
| LangPTuneHistory context=None, Profile generation method=LangPTune2026.05 | 57 | |
| RLAIFHistory context=None, Profile generation method=RLAIF2026.05 | 55.3 | |
| RLPFHistory context=None, Profile generation method=RLPF2026.05 | 54.4 | |
| BaseHistory context=None, Profile generation method=Base2026.05 | 51.4 |