Data-transformation (Pandas) on Transform-Text
29.7Execution AccuracyGPT-4
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT-4Base Model=GPT-4, Training Strategy=Vanilla2024.10 | 29.7 | |
| Table-SpecialistBase Model=GPT-4, Training Strategy=Table-Specialist2024.10 | 29.6 | |
| Table-SpecialistBase Model=GPT-3.5, Training Strategy=Table-Specialist2024.10 | 23 | |
| GPT-3.5Base Model=GPT-3.5, Training Strategy=Vanilla2024.10 | 22.7 | |
| Table-SpecialistBase Model=Llama3.1-8B, Training Strategy=Table-Specialist2024.10 | 12.2 | |
| Llama3.1-8BBase Model=Llama3.1-8B, Training Strategy=Vanilla2024.10 | 9 |