Representation Learning on FMNIST
0.09Reconstruction ErrorRTD-AE
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RTD-AELatent space dimensionality=64D2026.03 | 0.09 | 99 | 95 | 0.001 | 100 | 100 | 8.08 | |
| MMAELatent space dimensionality=64D2026.03 | 0.11 | 99 | 95 | 0.001 | 100 | 100 | 26.47 | |
| Vanilla AELatent space dimensionality=64D2026.03 | 0.12 | 92 | 86 | 0.005 | 98 | 98 | 26.46 | |
| TopoAELatent space dimensionality=64D2026.03 | 0.12 | 94 | 86 | 0.004 | 98 | 98 | 31.81 | |
| GeomAELatent space dimensionality=64D2026.03 | 0.12 | 91 | 86 | 0.007 | 98 | 98 | 31.4 | |
| SPAELatent space dimensionality=64D2026.03 | 0.14 | 98 | 94 | 0.004 | 99 | 99 | 21.58 | |
| GGAELatent space dimensionality=64D2026.03 | 0.2 | 71 | 77 | 0.02 | 94 | 94 | 70.23 |