Query Suggestion on local life service platform CLICK (test)
96.47HR@12OneSug_rule
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OneSug_ruleBackbone=Qwen3-0.6B, Candidates=Co-occurrence rule-based2026.03 | 96.47 | 80.69 | 68.62 | 96.17 | |
| LocalSUGBackbone=Qwen3-0.6B, Training=Beam-Search-Driven GRPO2026.03 | 96.36 | 81.13 | 71.49 | 98.55 | |
| SFTBackbone=Qwen3-0.6B, Fine-tuning=Supervised learning2026.03 | 96.07 | 79.36 | 63.67 | 90.43 | |
| MCAArchitecture=multi-stage cascading, Retrieval=BGE, Ranking=DIN2026.03 | 74.24 | 40.62 | 62.85 | 99.94 | |
| OneSugBackbone=Qwen3-0.6B, Framework=End-to-end2026.03 | 73.19 | 54.83 | 72.18 | 99.5 |