Shapes3D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Disentanglement | Shapes3D (test) | DCI94.6 | 28 | |
| Disentanglement | Shapes3D | FactorVAE Score1 | 26 | |
| Disentangled representation learning | Shapes3D | FactorVAE Score0.999 | 18 | |
| Concept-based Classification | Shapes3d | F1 (Y)99 | 14 | |
| Disentanglement | Shapes3D | BetaVAE Score1 | 13 | |
| Unsupervised Disentanglement | Shapes3D (test) | DCI56.5 | 7 | |
| Disentanglement | Shapes3D (full) | DCI0.634 | 7 | |
| Disentanglement | Shapes3D 1% (train) | VP Score86.09 | 5 | |
| Disentanglement | Shapes3D (10% train) | VP Score97.98 | 5 |
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