SmallNORB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | Smallnorb | Top-1 Acc98.4 | 15 | |
| Disentanglement Analysis | SmallNORB (full) | Disentanglement Score72.6 | 8 | |
| Disentangled Representation Learning | SmallNORB | DCI0.268 | 6 | |
| Latent Isomorphism | smallNORB | MSE0.036 | 6 | |
| Image Classification | vtab smallnorb label elevation | Accuracy13 | 6 | |
| Image Classification | vtab smallnorb label azimuth | Accuracy6 | 6 | |
| Novel View Synthesis | SmallNORB (OOD) | Prediction Error0.5 | 4 | |
| Novel View Synthesis | SmallNORB standard (OOD) | Prediction Error0.005 | 2 |
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