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Next-item Prediction on Amazon Clothing

55.7Accuracy10 H+BLUE
30.32436.91243.550.088May 7, 2026

Evaluation results

MethodLinks
10 H+BLUEHistory context=10 items, Profile generation method=BLUE2026.0555.7
10 H+RLPFHistory context=10 items, Profile generation method=RLPF2026.0552.6
10 H+BaseHistory context=10 items, Profile generation method=Base2026.0550.4
10 H+RLAIFHistory context=10 items, Profile generation method=RLAIF2026.0549.3
10 H+LangPTuneHistory context=10 items, Profile generation method=LangPTune2026.0544.2
All HistoryHistory context=All items, Profile generation method=None2026.0543.8
BLUEHistory context=None, Profile generation method=BLUE2026.0543.2
10 HistoryHistory context=10 items, Profile generation method=None2026.0543
RLAIFHistory context=None, Profile generation method=RLAIF2026.0541.5
RLPFHistory context=None, Profile generation method=RLPF2026.0537.7
BaseHistory context=None, Profile generation method=Base2026.0532.7
LangPTuneHistory context=None, Profile generation method=LangPTune2026.0531.3