Representation Learning on CIFAR10
95ReciprocityGeomAE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GeomAELatent space dimensionality=128D2026.03 | 95 | 43 | 68 | 0.1 | 84 | 81 | 171.2 | |
| Vanilla AELatent space dimensionality=128D2026.03 | 27 | 93 | 89 | 0.01 | 98 | 98 | 21.73 | |
| GGAELatent space dimensionality=128D2026.03 | 20 | 71 | 75 | 0.05 | 90 | 89 | 79.41 | |
| RTD-AELatent space dimensionality=128D2026.03 | 16 | 99 | 95 | 0.005 | 100 | 100 | 5.8 | |
| TopoAELatent space dimensionality=128D2026.03 | 14 | 100 | 97 | 0.001 | 100 | 100 | 2.95 | |
| MMAELatent space dimensionality=128D2026.03 | 10 | 100 | 98 | 0 | 100 | 100 | 1.87 | |
| SPAELatent space dimensionality=128D2026.03 | 9 | 100 | 98 | 0 | 100 | 100 | 1.57 |