| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WGM | Llama-3.2-90B | Opinion Alignment89.8 | 60 | 1mo ago | |
| ANES | GRPO | Mean Accuracy62.33 | 17 | 3mo ago | |
| WoM | SFT+GRPO | Mean Accuracy75.1 | 17 | 3mo ago | |
| smartvote | SFT+GRPO | Mean Accuracy73.92 | 17 | 3mo ago | |
| American National Election Studies (ANES) 2020 Time Series (test) | SFT+GRPO | Mean Macro-F145.43 | 17 | 3mo ago | |
| Wahl-O-Mat (WoM) March 2025 (test) | SFT+GRPO | Mean Macro-F153.21 | 17 | 3mo ago | |
| smartvote 2023 Swiss national elections (test) | SFT+GRPO | Mean Macro-F170.73 | 17 | 3mo ago | |
| OQA | Claude-3.5-v2 | Opinion Alignment91.6 | 8 | 1mo ago | |
| WVS | Qwen-2.5-72B | Opinion Alignment82 | 7 | 1mo ago | |
| Average WGM, OQA, WVS | Average | Opinion Alignment86.2 | 3 | 1mo ago |
