| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Steerable Value Alignment | OpinionQA | Value Alignment Score68.47 | 42 | |
| Imputation | OpinionQA MNAR 140 opinion variables (W26 to W82) American Trends Panel | Median Absolute Error0.026 | 36 | |
| Imputation | OpinionQA MCAR 140 opinion variables (W26 to W82) American Trends Panel | Median Absolute Error0.026 | 36 | |
| Survey Imputation | OpinionQA MAR | Median Absolute Error0.026 | 25 | |
| Alignment Prediction | OpinionQA | Reg Accuracy60.4 | 12 | |
| Imputation | OpinionQA MAR American Trends Panel 140 opinion variables (W26 to W82) | Median Absolute Error0.026 | 11 | |
| Distributional Prediction | OpinionQA 80/20 (test) | Total Variation (TV)0.178 | 2 |