MPI3D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Disentanglement | MPI3D | InfoM0.62 | 22 | |
| Disentangled representation learning | MPI3D | FactorVAE Score0.872 | 18 | |
| Disentanglement | MPI3D (test) | DCI73.41 | 17 | |
| Disentanglement | MPI3D | Modularity Score49 | 14 | |
| Disentanglement Analysis | MPI3D complex | DCI Score0.507 | 14 | |
| Disentanglement | MPI3D | BetaVAE Score1 | 13 | |
| Unsupervised Domain Adaptation Regression | MPI3D | Error (RL -> RC)0.09 | 9 | |
| Disentanglement Analysis | MPI3D real | Disentanglement Score81.19 | 8 | |
| Disentanglement Analysis | MPI3D realistic | Disentanglement Score85.19 | 8 | |
| Disentanglement Analysis | MPI3D Toy | Disen.87.38 | 8 | |
| Disentangled Representation Learning | MPI3D | MIG0.105 | 6 | |
| Disentanglement | MPI3D | MIG0.079 | 1 | |
| Downstream Factor of Variation Regression | MPI3D 250 samples low-sample regime | Metric- | 0 | |
| Downstream Factor of Variation Regression | MPI3D 100 samples low-sample regime | Metric- | 0 |
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