Bias Reduction Estimation on COVID-19 vaccine preference dataset m=200 samples
34.79Beta (A)GPT-4
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GPT-4Prompt=CoT2024.12 | 34.79 | 24.1 | 10.21 | 1.96 | -2.27 | 0 | |
| GPT-4oPrompt=CoT2024.12 | 33.63 | 21.28 | 10.2 | 1.99 | -2.25 | 0.0001 | |
| GPT-3.5-Turbo-0613Prompt=CoT2024.12 | 33.19 | 21.1 | 16.08 | 2.19 | -1.82 | 0.0004 | |
| GPT-4oPrompt=Basic2024.12 | 28.72 | 19.65 | 11.13 | 1.92 | -1.84 | 0.0002 | |
| GPT-3.5-Turbo-0125Prompt=CoT2024.12 | 28.69 | 16.16 | 10.94 | 1.95 | -1.81 | 0.0007 | |
| GPT-4Prompt=Basic2024.12 | 27.82 | 19.2 | 10.9 | 1.94 | -2.04 | 0.0002 | |
| GPT-4oPrompt=FS2024.12 | 25.48 | 17.5 | 11.31 | 2.18 | -2.1 | 0.0001 | |
| GPT-4o Fine-tunedPrompt=Basic2024.12 | 17.85 | 11.31 | 11.21 | 1.93 | -3.36 | 0 | |
| GPT-3.5-Turbo-0613Prompt=Basic2024.12 | 7.56 | -1.79 | — | — | -0.96 | 0.979 | |
| GPT-3.5-Turbo-0125Prompt=Basic2024.12 | 4.1 | 1.6 | 16.7 | 1.92 | -0.76 | 0.091 |