Imputation on OpinionQA MAR American Trends Panel 140 opinion variables (W26 to W82)
0.026Median Absolute ErrorFull Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full Data2026.06 | 0.026 | 0.174 | 97.9 | |
| gpt-oss-120bNumber of in-context examples=1002026.06 | 0.044 | 0.212 | 91 | |
| Complete Case2026.06 | 0.046 | 0.224 | 92.5 | |
| gpt-oss-120bNumber of in-context examples=102026.06 | 0.048 | 0.213 | 84.6 | |
| Qwen3-30B-A3B-Inst.Number of in-context examples=102026.06 | 0.058 | 0.203 | 73.2 | |
| Qwen3-30B-A3B-Inst.Number of in-context examples=1002026.06 | 0.061 | 0.211 | 81.4 | |
| gpt-oss-120bNumber of in-context examples=02026.06 | 0.064 | 0.196 | 67.6 | |
| MICE Forest2026.06 | 0.074 | 0.207 | 63.9 | |
| Qwen3-30B-A3B-Inst.Number of in-context examples=02026.06 | 0.081 | 0.201 | 62.9 | |
| Most Similar Embed.n=102026.06 | 0.089 | 0.203 | 56.8 | |
| MICE PMM2026.06 | 0.092 | 1.035 | 97.1 |