Imputation on Torus Synthetic
1.2836RMSEVAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VAE2026.07 | 1.2836 | 0.9101 | |
| MICE2026.07 | 1.794 | 0.9645 | |
| Mean2026.07 | 1.8143 | 1.1908 | |
| KNN2026.07 | 1.8216 | 1.1451 | |
| MissForest2026.07 | 1.9585 | 0.7681 | |
| GAIN2026.07 | 1.9817 | 1.194 | |
| PCA2026.07 | 2.4583 | 1.1991 | |
| SIR-based Manifold Imputation2026.07 | 2.6216 | 0.4618 |