Tabular Imputation on 20 Real-world Datasets Overall 2026 (test)
0.163Mean NRMSESchema-1
Evaluation Results
| Method | Links | |
|---|---|---|
| Schema-12026.05 | 0.163 | |
| Gemini 3.0 Flash2026.05 | 0.235 | |
| Claude 4.5 Sonnet2026.05 | 0.237 | |
| Mistral D22026.05 | 0.287 | |
| MiMo-V22026.05 | 0.292 | |
| GPT-4.1 Nano2026.05 | 0.296 | |
| missForest2026.05 | 0.302 | |
| MICE2026.05 | 0.306 | |
| kNN2026.05 | 0.327 | |
| SAEI2026.05 | 0.372 | |
| SoftImpute2026.05 | 0.424 | |
| TabPFN2026.05 | 0.448 |