Disentangled Representation Learning on Cars3D (test)
0.789FactorVAE ScoreDisCo + Dependency Sparsity
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DisCo + Dependency SparsityModel Family=GAN-based2026.04 | 0.789 | 0.32 | |
| EncDiffModel Family=Diffusion-based2026.04 | 0.779 | 0.25 | |
| DisCo + Latent SparsityModel Family=GAN-based2026.04 | 0.761 | 0.294 | |
| EncDiff + Dependency SparsityModel Family=Diffusion-based2026.04 | 0.756 | 0.256 | |
| FactorVAE + Dependency SparsityModel Family=VAE-based2026.04 | 0.752 | 0.144 | |
| EncDiff + Latent SparsityModel Family=Diffusion-based2026.04 | 0.729 | 0.241 | |
| DisCoModel Family=GAN-based2026.04 | 0.727 | 0.319 | |
| FactorVAEModel Family=VAE-based2026.04 | 0.708 | 0.135 | |
| FactorVAE + Latent SparsityModel Family=VAE-based2026.04 | 0.501 | 0.113 |