Tabular Imputation on MAR 2026 (test)
0.128NRMSE @ 5%Schema-1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Schema-12026.05 | 0.128 | 0.156 | 0.198 | |
| Claude 4.5 Sonnet2026.05 | 0.168 | 0.182 | 0.196 | |
| MiMo-V22026.05 | 0.204 | 0.221 | 0.225 | |
| Mistral D22026.05 | 0.207 | 0.218 | 0.235 | |
| MICE2026.05 | 0.211 | 0.227 | 0.298 | |
| Gemini 3.0 Flash2026.05 | 0.211 | 0.234 | 0.2 | |
| GPT-4.1 Nano2026.05 | 0.221 | 0.232 | 0.24 | |
| missForest2026.05 | 0.233 | 0.242 | 0.283 | |
| kNN2026.05 | 0.236 | 0.249 | 0.284 | |
| SoftImpute2026.05 | 0.311 | 0.325 | 0.351 | |
| TabPFN2026.05 | 0.317 | 0.354 | 0.411 | |
| SAEI2026.05 | 0.33 | 0.333 | 0.335 |