SQL Generation on Boundary-Aware NL2SQL Synthesized Corpus
10.17Dim. Deg.Qwen3-1.7B (Base)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen3-1.7B (Base)Model Category=Ours, Training Stage=Base2026.01 | 10.17 | 38.54 | 14.08 | 4.93 | 8.47 | |
| GPT-5Model Category=General-Purpose Baselines2026.01 | 35.59 | 80.21 | 46.48 | 67.61 | 46.01 | |
| GPT-4oModel Category=General-Purpose Baselines2026.01 | 40.68 | 28.13 | 22.54 | 17.96 | 18.59 | |
| DeepSeek-V3.2Model Category=General-Purpose Baselines2026.01 | 42.37 | 82.29 | 47.89 | 41.9 | 29.17 | |
| Claude-4.5-SonnetModel Category=General-Purpose Baselines2026.01 | 44.07 | 69.79 | 60.56 | 69.72 | 48.02 | |
| Gemini3-ProModel Category=General-Purpose Baselines2026.01 | 49.15 | 64.52 | 52.69 | 62.5 | 29.9 | |
| Qwen3-1.7B (SFT)Model Category=Ours, Training Stage=SFT2026.01 | 77.97 | 83.33 | 62.32 | 63.73 | 67.55 | |
| BAR-SQLModel Category=Ours, Training Stage=GRPO2026.01 | 93.22 | 93.75 | 90.75 | 81.69 | 91.48 |