Query Suggestion on local life service platform ORDER (test)
97.09HR@12LocalSUG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LocalSUGBackbone=Qwen3-0.6B, Training=Beam-Search-Driven GRPO2026.03 | 97.09 | 81.8 | 69.31 | 98.78 | |
| OneSug_ruleBackbone=Qwen3-0.6B, Candidates=Co-occurrence rule-based2026.03 | 97.07 | 81.25 | 66.61 | 96.54 | |
| SFTBackbone=Qwen3-0.6B, Fine-tuning=Supervised learning2026.03 | 96.63 | 79.39 | 61.91 | 90.8 | |
| OneSugBackbone=Qwen3-0.6B, Framework=End-to-end2026.03 | 77.67 | 59.26 | 70.28 | 99.52 | |
| MCAArchitecture=multi-stage cascading, Retrieval=BGE, Ranking=DIN2026.03 | 76.64 | 42.78 | 63.8 | 99.93 |