Metric: Exact Match Accuracy (Test) (higher is better)
| # | Model↕ | Exact Match Accuracy (Test)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | T5-SR | 72.4 | No | T5-SR: A Unified Seq-to-Seq Decoding Strategy fo... | 2023-06-14 | Code |
| 2 | RESDSQL-3B + NatSQL | 72 | No | RESDSQL: Decoupling Schema Linking and Skeleton ... | 2023-02-12 | Code |
| 3 | T5-3B + PICARD | 71.9 | No | PICARD: Parsing Incrementally for Constrained Au... | 2021-09-10 | Code |
| 4 | SADGA + GAP | 70.1 | No | SADGA: Structure-Aware Dual Graph Aggregation Ne... | 2021-11-01 | Code |
| 5 | PET-SQL | 66.6 | No | PET-SQL: A Prompt-Enhanced Two-Round Refinement ... | 2024-03-13 | Code |
| 6 | DIN-SQL + GPT-4 | 60 | No | DIN-SQL: Decomposed In-Context Learning of Text-... | 2023-04-21 | Code |
| 7 | RYANSQL (BERT) | 58.2 | No | RYANSQL: Recursively Applying Sketch-based Slot ... | 2020-04-07 | Code |