Bias Reduction Estimation on COVID-19 vaccine preference dataset 100 samples
28.53Beta (A)GPT-4
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GPT-4Prompt=CoT2024.12 | 28.53 | 22.49 | 23.29 | 4.13 | -8.3 | 0 | |
| GPT-4oPrompt=CoT2024.12 | 27.37 | 20.49 | 19.3 | 4.42 | -8.06 | 0 | |
| GPT-3.5-Turbo-0613Prompt=CoT2024.12 | 26.93 | 20.62 | — | — | -8.09 | 0 | |
| GPT-4oPrompt=Basic2024.12 | 22.46 | 17.34 | 23.05 | 4.93 | -8.06 | 0 | |
| GPT-3.5-Turbo-0125Prompt=CoT2024.12 | 22.43 | 14.71 | 25.28 | 5.14 | -7.72 | 0 | |
| GPT-4Prompt=Basic2024.12 | 21.56 | 16.2 | — | — | -8.04 | 0 | |
| GPT-4oPrompt=FS2024.12 | 19.22 | 14.56 | 17.83 | 4.46 | -8.26 | 0 | |
| GPT-4o Fine-tunedPrompt=Basic2024.12 | 11.59 | 7.96 | 22.9 | 4.9 | -9.58 | 0 | |
| GPT-3.5-Turbo-0613Prompt=Basic2024.12 | 1.3 | -4.53 | — | — | -6.9 | 0 | |
| GPT-3.5-Turbo-0125Prompt=Basic2024.12 | -2.16 | -3.21 | — | — | -6.5 | 0 |