Image Recovery on MNIST (test)
0.0016MSEAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AEDim.=642020.09 | 0.0016 | — | |
| VAEDim.=642020.09 | 0.0024 | — | |
| UMAP/AEDim.=642020.09 | 0.0027 | — | |
| Adversarialregularization strength=tuned2024.08 | 0.0041 | 24.14 | |
| Hellingerregularization strength=recommended2024.08 | 0.0052 | 23.06 | |
| Adversarialregularization strength=recommended2024.08 | 0.0064 | 22.32 | |
| PCADim.=642020.09 | 0.009 | — | |
| TVmodel type=model-based baseline2024.08 | 0.0091 | 20.52 | |
| Parametric UMAPDim.=642020.09 | 0.0313 | — | |
| UMAP/AEDim.=22020.09 | 0.036 | — | |
| AEDim.=22020.09 | 0.0369 | — | |
| VAEDim.=22020.09 | 0.0371 | — | |
| Parametric UMAPDim.=22020.09 | 0.0374 | — | |
| UMAPDim.=22020.09 | 0.0393 | — | |
| PCADim.=22020.09 | 0.0557 | — |