Imputation on Sphere Synthetic
0.5682RMSEMean
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Mean2026.07 | 0.5682 | 0.6675 | |
| MICE2026.07 | 0.5689 | 0.546 | |
| KNN2026.07 | 0.5722 | 0.645 | |
| GAIN2026.07 | 0.6152 | 0.6734 | |
| MissForest2026.07 | 0.64 | 0.4201 | |
| PCA2026.07 | 0.7641 | 0.7612 | |
| VAE2026.07 | 0.8045 | 0.5239 | |
| SIR-based Manifold Imputation2026.07 | 0.8153 | 0.2664 |