Disentanglement on cars3D (FVAE, D, C, I)
0.976FVAEDisDiff
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DisDiffSupervision=Unsupervised2026.01 | 0.976 | 0.232 | — | — | |
| XFACTORSSupervision=Weakly supervised2026.01 | 0.948 | 0.802 | 0.505 | 0.695 | |
| GANSpaceSupervision=Unsupervised2026.01 | 0.932 | 0.209 | — | — | |
| FactorVAESupervision=Unsupervised2026.01 | 0.906 | 0.161 | — | — | |
| Ada-GVAESupervision=Weakly supervised2026.01 | 0.902 | 0.54 | — | — | |
| beta-TCVAESupervision=Unsupervised2026.01 | 0.855 | 0.14 | — | — | |
| DisCoSupervision=Unsupervised2026.01 | 0.855 | 0.271 | — | — | |
| GAN-LDSupervision=Unsupervised2026.01 | 0.852 | 0.216 | — | — | |
| EncDiffSupervision=Unsupervised2026.01 | 0.773 | 0.279 | — | — | |
| InfoGAN-CRSupervision=Unsupervised2026.01 | 0.411 | 0.02 | — | — |