Next-item Prediction on Amazon Clothing
55.7Accuracy10 H+BLUE
Evaluation Results
| Method | Links | |
|---|---|---|
| 10 H+BLUEHistory context=10 items, Profile generation method=BLUE2026.05 | 55.7 | |
| 10 H+RLPFHistory context=10 items, Profile generation method=RLPF2026.05 | 52.6 | |
| 10 H+BaseHistory context=10 items, Profile generation method=Base2026.05 | 50.4 | |
| 10 H+RLAIFHistory context=10 items, Profile generation method=RLAIF2026.05 | 49.3 | |
| 10 H+LangPTuneHistory context=10 items, Profile generation method=LangPTune2026.05 | 44.2 | |
| All HistoryHistory context=All items, Profile generation method=None2026.05 | 43.8 | |
| BLUEHistory context=None, Profile generation method=BLUE2026.05 | 43.2 | |
| 10 HistoryHistory context=10 items, Profile generation method=None2026.05 | 43 | |
| RLAIFHistory context=None, Profile generation method=RLAIF2026.05 | 41.5 | |
| RLPFHistory context=None, Profile generation method=RLPF2026.05 | 37.7 | |
| BaseHistory context=None, Profile generation method=Base2026.05 | 32.7 | |
| LangPTuneHistory context=None, Profile generation method=LangPTune2026.05 | 31.3 |