Data size saving estimation on Sports car dataset Empirical Setting II, m=200
20.42Data Size Saving (%)AAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AAEModel=GPT-4o, Prompt=FS2024.12 | 20.42 | 8.6 | |
| AAEModel=GPT-4o, Prompt=Basic2024.12 | 17.2 | 9.25 | |
| AAEModel=GPT-3.5-Turbo-0613, Prompt=Basic2024.12 | 17.05 | 10.32 | |
| AAEModel=GPT-3.5-Turbo-0125, Prompt=Basic2024.12 | 16.06 | 10.71 | |
| AAEModel=GPT-4, Prompt=CoT2024.12 | 15.81 | 8.67 | |
| AAEModel=GPT-3.5-Turbo-0125, Prompt=CoT2024.12 | 14.97 | 9.83 | |
| AAEModel=GPT-4o, Prompt=CoT2024.12 | 14.2 | 9.81 | |
| AAEModel=GPT-3.5-Turbo-0613, Prompt=CoT2024.12 | 10.47 | 10.76 | |
| AAEModel=GPT-4o Fine-tuned, Prompt=Basic2024.12 | 5.56 | 11.9 | |
| AAEModel=GPT-4, Prompt=Basic2024.12 | 5.12 | 12.09 |