Table Question Answering on WTQ (dev)
77.5AccuracySYNTQA (Oracle)
Evaluation Results
| Method | Links | |
|---|---|---|
| SYNTQA (Oracle)Model Category=Ensemble, Selector=Oracle2024.09 | 77.5 | |
| SYNTQA (RF)Model Category=Ensemble, Selector=Random Forest2024.09 | 71.6 | |
| SYNTQA (GPT)Model Category=Ensemble, Selector=GPT-3.52024.09 | 70.4 | |
| T5 + TC + PModel Category=Text-to-SQL, Table Content=true, Post-processing=true2024.09 | 66.7 | |
| OmniTabModel Category=E2E TQA2024.09 | 63.7 | |
| TAPEXModel Category=E2E TQA2024.09 | 57.5 | |
| GPTModel Category=E2E TQA2024.09 | 56.8 | |
| GPT + TC + PModel Category=Text-to-SQL, Table Content=true, Post-processing=true2024.09 | 50 | |
| DIN-SQLModel Category=Text-to-SQL2024.09 | 44.6 |