Proactive Intent Prediction on Shopee
96.43GAUCRGAlign-Rec(Full)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RGAlign-Rec(Full)Stage1(QE)=Tuned, Stage2(RGA)=SFT&CL, Stage3=Yes2026.02 | 96.43 | 68.11 | 77.21 | 71.09 | 75.14 | 58.81 | |
| QE-RecStage1(QE)=Raw LLM, Stage2(RGA)=-, Stage3=No2026.02 | 96.42 | 67.99 | 77.09 | 71.04 | 75.07 | 58.79 | |
| RGAlign-RecStage1(QE)=Tuned, Stage2(RGA)=SFT&CL, Stage3=No2026.02 | 96.42 | 68.07 | 77.13 | 71.07 | 75.11 | 58.84 | |
| RGAlign-RecStage1(QE)=Tuned, Stage2(RGA)=SFT&DPO, Stage3=Yes2026.02 | 96.42 | 68.06 | 77.13 | 71.09 | 75.14 | 58.82 | |
| BaselineStage1(QE)=-, Stage2(RGA)=-, Stage3=No2026.02 | 96.31 | 67.73 | 76.81 | 70.84 | 74.96 | 58.52 |