Disentangled Representation Learning on MPI3D (MIG, SAP, CES, Modularity)
0.105MIGDIP-VAE-II
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DIP-VAE-II2025.05 | 0.105 | 0.113 | 4.089 | 0.009 | |
| β-TC-VAE2025.05 | 0.088 | 0.137 | 4.803 | 0.028 | |
| Standard VAE2025.05 | 0.085 | 0.131 | 4.718 | 0.023 | |
| FactorVAEγ=102025.05 | 0.079 | 0.11 | 4.664 | 0.034 | |
| β-VAEβ=42025.05 | 0.049 | 0.076 | 2.615 | 0.003 | |
| VQ-VAE2025.05 | 0.018 | 0.007 | 1.678 | 0.001 |