Next-item Prediction on Amazon Sports
59.2Accuracy10 H+BLUE
Evaluation Results
| Method | Links | |
|---|---|---|
| 10 H+BLUEHistory context=10 items, Profile generation method=BLUE2026.05 | 59.2 | |
| 10 H+LangPTuneHistory context=10 items, Profile generation method=LangPTune2026.05 | 56.7 | |
| 10 H+RLPFHistory context=10 items, Profile generation method=RLPF2026.05 | 56.4 | |
| All HistoryHistory context=All items, Profile generation method=None2026.05 | 55.6 | |
| 10 H+RLAIFHistory context=10 items, Profile generation method=RLAIF2026.05 | 54.7 | |
| 10 H+BaseHistory context=10 items, Profile generation method=Base2026.05 | 53.2 | |
| 10 HistoryHistory context=10 items, Profile generation method=None2026.05 | 46 | |
| BLUEHistory context=None, Profile generation method=BLUE2026.05 | 45.2 | |
| RLAIFHistory context=None, Profile generation method=RLAIF2026.05 | 43.8 | |
| RLPFHistory context=None, Profile generation method=RLPF2026.05 | 38.1 | |
| BaseHistory context=None, Profile generation method=Base2026.05 | 30.6 | |
| LangPTuneHistory context=None, Profile generation method=LangPTune2026.05 | 28.6 |