Imputation on Two Circles Synthetic
1.2395RMSEMICE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MICE2026.07 | 1.2395 | 0.6626 | |
| Mean2026.07 | 1.2622 | 0.9322 | |
| GAIN2026.07 | 1.2625 | 0.9322 | |
| KNN2026.07 | 1.2627 | 0.8859 | |
| VAE2026.07 | 1.4464 | 0.785 | |
| MissForest2026.07 | 1.565 | 0.3972 | |
| PCA2026.07 | 1.7673 | 0.8842 | |
| SIR-based Manifold Imputation2026.07 | 1.8476 | 0.2753 |