Data size saving estimation on Sports car dataset Empirical Setting II, m=150
40.23Data Size Saving (%)AAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AAEModel=GPT-4o, Prompt=FS2024.12 | 40.23 | 5.06 | |
| AAEModel=GPT-4, Prompt=CoT2024.12 | 34.83 | 5.69 | |
| AAEModel=GPT-3.5-Turbo-0613, Prompt=Basic2024.12 | 30.81 | 6.53 | |
| AAEModel=GPT-4o, Prompt=CoT2024.12 | 29.72 | 5.46 | |
| AAEModel=GPT-3.5-Turbo-0125, Prompt=Basic2024.12 | 26.29 | 6.35 | |
| AAEModel=GPT-3.5-Turbo-0613, Prompt=CoT2024.12 | 26.05 | 6.04 | |
| AAEModel=GPT-3.5-Turbo-0125, Prompt=CoT2024.12 | 25.91 | 6.99 | |
| AAEModel=GPT-4, Prompt=Basic2024.12 | 24.37 | 7.2 | |
| AAEModel=GPT-4o, Prompt=Basic2024.12 | 23.71 | 6.55 | |
| AAEModel=GPT-4o Fine-tuned, Prompt=Basic2024.12 | 18.34 | 6.31 |