Rating Prediction on Google Reviews
0.835MAEAll History
Evaluation Results
| Method | Links | |
|---|---|---|
| All HistoryHistory context=All items, Profile generation method=None2026.05 | 0.835 | |
| 10 HistoryHistory context=10 items, Profile generation method=None2026.05 | 1.075 | |
| 10 H+BLUEHistory context=10 items, Profile generation method=BLUE2026.05 | 1.109 | |
| 10 H+LangPTuneHistory context=10 items, Profile generation method=LangPTune2026.05 | 1.402 | |
| 10 H+RLPFHistory context=10 items, Profile generation method=RLPF2026.05 | 1.532 | |
| 10 H+BaseHistory context=10 items, Profile generation method=Base2026.05 | 1.547 | |
| 10 H+RLAIFHistory context=10 items, Profile generation method=RLAIF2026.05 | 1.737 | |
| BLUEHistory context=None, Profile generation method=BLUE2026.05 | 1.823 | |
| LangPTuneHistory context=None, Profile generation method=LangPTune2026.05 | 1.885 | |
| RLPFHistory context=None, Profile generation method=RLPF2026.05 | 1.913 | |
| BaseHistory context=None, Profile generation method=Base2026.05 | 1.966 | |
| RLAIFHistory context=None, Profile generation method=RLAIF2026.05 | 2.143 |