Spherical MNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Spherical MNIST rotated level-4 mesh (train and test (R/R)) | Accuracy99.37 | 16 | |
| Image Classification | Spherical MNIST | Accuracy99.36 | 13 | |
| Image Classification | Spherical MNIST NR/NR | Accuracy99.45 | 12 | |
| Digit Classification | Spherical MNIST (test) | Accuracy98.6 | 9 | |
| MNIST Classification | Spherical MNIST Randomly Rotated | Accuracy98.1 | 7 | |
| MNIST Classification | Spherical MNIST non-rotated | Accuracy98.7 | 7 | |
| Image Classification | Spherical MNIST NR/R | Accuracy99.08 | 5 | |
| Image Classification | Spherical MNIST 64x64 resolution (test) | Accuracy99.31 | 4 | |
| Image Classification | Spherical MNIST 256x256 resolution (test) | Accuracy99.29 | 3 | |
| Image Classification | Spherical MNIST 128x128 resolution (test) | Accuracy99.32 | 3 | |
| Image Classification | Spherical MNIST 32x32 resolution (test) | Accuracy99.28 | 3 | |
| Vector-to-label digit classification | Spherical MNIST Vector (test) | NR/NR Score99.45 | 3 | |
| Scalar-to-label digit classification | Spherical MNIST Scalar (test) | NR/NR Rate99.47 | 3 | |
| Classification | Spherical MNIST non-rotated train and rotated test (N/R) level-4 mesh | Accuracy69.99 | 3 | |
| Classification | Spherical MNIST non-rotated level-4 mesh (train test) | Accuracy99.45 | 3 | |
| Digit Recognition | Spherical MNIST (test) | Accuracy99.23 | 3 |
Showing 16 of 16 rows