| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BIRD (dev) | MARS-SQL | Execution Accuracy (EA)77.84 | 387 | 1d ago | |
| Spider (test) | Execution Accuracy91.2 | 213 | 9d ago | ||
| Spider (dev) | FineStep | EX90.3 | 147 | 9d ago | |
| Spider | SQLCoder | Exec Acc (All)98.65 | 139 | 1d ago | |
| Spider 1.0 (test) | SIRIUS-SQL | EM Acc (Overall)91.2 | 110 | 1d ago | |
| Spider-DK | FineStep | Execution Accuracy (EX)81.9 | 95 | 9d ago | |
| Spider 1.0 (dev) | MAC-SQL | Exact Match Accuracy86.75 | 92 | 3mo ago | |
| Spider-Syn | FineStep-4B | Execution Accuracy (EX)83.1 | 79 | 9d ago | |
| BIRD | Gemma 3 | Total Execution Accuracy97.59 | 68 | 2d ago | |
| BIRD | PV-SQL | Execution Accuracy (EX)65.12 | 63 | 1mo ago | |
| EHRSQL | SkillTrojan | Execution Accuracy85.2 | 61 | 9d ago | |
| LogicCat | IESR | Exact Match24.28 | 58 | 3mo ago | |
| Spider-Realistic | FineStep-4B | Execution Accuracy (EX)88.6 | 47 | 27d ago | |
| BIRD (test) | XiYan-SQL | EX75.63 | 46 | 14d ago | |
| Spider | NPLO | Attack Accuracy41.73 | 40 | 1mo ago | |
| Spider Realistic | FineStep | Execution Accuracy (EX)88.6 | 39 | 9d ago | |
| Archer (dev) | IESR | Execution Accuracy37.28 | 36 | 3mo ago | |
| Text-to-SQL Multi-sharded | RPOTD+replay | Functional Accuracy60.7 | 35 | 1mo ago | |
| Spider Non-Synthesized Matched Set | TeCoD-SGC | Execution Match Accuracy (ExM)97.31 | 32 | 1mo ago | |
| BIRD (Non-Synthesized Matched Set) | TeCoD-SGC | ExM Accuracy93.15 | 32 | 1mo ago | |
| BIRD Synthesized Matched Set | TeCoD-SGC | ExM Accuracy90.39 | 32 | 1mo ago | |
| Spider | SGT (DPO Iteration 4) | Accuracy82.5 | 28 | 1mo ago | |
| Science Benchmark | KE-ICL | Execution Accuracy59.53 | 28 | 9d ago | |
| Spider 2.0 (test) | QAFD-RAG + SQL-Agent | Execution Accuracy (Spider 2.0 Test)26.7 | 27 | 14d ago | |
| BIRD | Agentic SQL + CSMR + ATR | Accuracy69.1 | 27 | 2mo ago |
