| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ARG0 | cluster-supervised INN | Accuracy98 | 18 | 4d ago | |
| MPI3D | XFACTORS | D0.949 | 18 | 4d ago | |
| Shapes3D | XFACTORS | D1 | 18 | 4d ago | |
| MPI3D (test) | SODA | DCI73.41 | 17 | 4d ago | |
| SmallNORB (test) | SODA | DCI64.78 | 17 | 4d ago | |
| MPI3D | Soft TPR | BetaVAE Score1 | 13 | 4d ago | |
| Shapes3D | Slow-VAE | BetaVAE Score1 | 13 | 4d ago | |
| CelebA HQ (test) | SODA | Disentanglement79.93 | 13 | 4d ago | |
| Shapes3D (test) | Ada-ML-VAE | FactorVAE100 | 13 | 4d ago | |
| cars3D | DisDiff | FVAE0.976 | 10 | 4d ago | |
| 3DIdent | delta-INCE | R^2 (Box)98.08 | 10 | 4d ago | |
| Aggregated | QLAE | InfoM0.76 | 8 | 4d ago | |
| Isaac3D | QLAE | InfoM78 | 8 | 4d ago | |
| Falcor3D | beta-VAE | InfoM0.71 | 8 | 4d ago | |
| Shapes3D (full) | β-AnnealVAE | DCI0.634 | 7 | 4d ago | |
| CelebA | CMI | FactorVAE Score1 | 5 | 4d ago | |
| dSprites | XFACTORS | FVAE0.952 | 4 | 4d ago | |
| Pendulum | CSVAE | Average MI10.99 | 4 | 4d ago | |
| CLEVR (test) | GANformer_d | Disentanglement0.768 | 4 | 4d ago | |
| Natural Sprites Discrete (test) | Ada-GVAE | BetaVAE83.4 | 3 | 4d ago | |
| dSprites Laplace (test) | SlowVAE | BetaVAE100 | 3 | 4d ago | |
| dSprites Uniform (test) | Ada-GVAE | BetaVAE88 | 3 | 4d ago | |
| KIRC (test) | DIMAF-dis | DC Score D10.6 | 3 | 4d ago | |
| LUAD (test) | DIMAF-dis | DC (D1)0.602 | 3 | 4d ago | |
| BLCA (test) | DIMAF-dis | DC D10.641 | 3 | 4d ago |
