WVS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Public Opinion Simulation | WVS | KL (Beliefs & Life)0.3285 | 28 | |
| Cultural Alignment | WVS | Accuracy70.44 | 24 | |
| Survey Simulation | WVS | Weighted Distance (WD)0.086 | 16 | |
| Value identification | WVS | Accuracy23.31 | 16 | |
| Cultural Alignment | WVS 20-country grid (macro) | MIS (WVS 20-country macro)51.3 | 9 | |
| User Opinion Simulation | WVS Religion | Wasserstein Distance0.4 | 9 | |
| User Opinion Simulation | WVS Politics | Wasserstein Distance0.36 | 9 | |
| User Opinion Simulation | WVS Gender | Wasserstein distance0.28 | 9 | |
| Opinion Alignment | WVS | Opinion Alignment82 | 7 | |
| Sensitive attribute leakage | WVS USA 7 | Pearson Correlation0.8 | 5 | |
| Sensitive attribute leakage | WVS China 7 | Pearson Correlation0.8 | 5 | |
| Sensitive attribute leakage | WVS Germany 7 | Pearson Correlation-0.29 | 5 | |
| Sensitive attribute leakage | WVS Romania 7 | Pearson Corr-0.06 | 5 | |
| Sensitive attribute leakage | WVS 7 (Canada) | Pearson Correlation-0.31 | 5 |
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