AI-Generated Survey Generation on MiD mobility dataset 2017
0.03MAEGuided Persona-based AI Survey
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Guided Persona-based AI SurveyType=Guided, Persona-based=true2025.01 | 0.03 | 0.17 | 0.0016 | 3.3 | 0.0005 | 1 | |
| Guided AI SurveyType=Guided, Persona-based=false2025.01 | 3.37 | 4.65 | 0.067 | 3.28 | 0.014 | 0.68 | |
| Structured AI SurveyType=Structured, Persona-based=false2025.01 | 6.69 | 7.39 | 0.13 | 3.48 | 0.18 | 0.74 | |
| Structured Persona-based AI SurveyType=Structured, Persona-based=true2025.01 | 8.53 | 9.73 | 0.152 | 3.48 | 0.18 | 0.73 | |
| Naive Persona-based AI SurveyType=Naive, Persona-based=true2025.01 | 9.02 | 10.28 | 0.157 | 3.48 | 0.19 | 0.73 | |
| Naive AI SurveyType=Naive, Persona-based=false2025.01 | 10.53 | 11.35 | 0.19 | 3.54 | 0.24 | 0.35 |