SQL Generation on Spider (Accuracy & Constraint Satisfaction Rate)
53.6AccuracyLLaDA-8B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLaDA-8BDecoding Strategy=Greedy, Constraint Setting=Ours2026.07 | 53.6 | — | |
| LLaDA-8BDecoding Strategy=Sampling, Constraint Setting=Ours2026.07 | 53.3 | — | |
| LLaDA-8BDecoding Strategy=Greedy, Constraint Setting=Base2026.07 | 53.2 | 73.5 | |
| Dream-7BDecoding Strategy=Greedy, Constraint Setting=Ours2026.07 | 53 | — | |
| Dream-7BDecoding Strategy=Greedy, Constraint Setting=Base2026.07 | 52.7 | 72.2 | |
| Dream-7BDecoding Strategy=Sampling, Constraint Setting=Ours2026.07 | 52.1 | — | |
| LLaDA-8BDecoding Strategy=Sampling, Constraint Setting=Base2026.07 | 49.8 | 69.1 | |
| Dream-7BDecoding Strategy=Sampling, Constraint Setting=Base2026.07 | 15.5 | 19.3 |