MNIST Classification on Spherical MNIST Randomly Rotated
98.1AccuracySO(3) CNN
Evaluation results
| Method | Links | |
|---|---|---|
| SO(3) CNN2025.11 | 98.1 | |
| S2CNN2025.11 | 94 | |
| Spherical Dis MLP [8, 8]variant=(3), L (embedding levels)=62025.11 | 91.5 | |
| Spherical Dis PWC x3variant=(1)2025.11 | 85.43 | |
| Spherical Dis MLP [8, 8]variant=(2), L (embedding levels)=02025.11 | 65.74 | |
| Spherical Dis x Dir MLP [16, 16]variant=(4), L (embedding levels)=82025.11 | 43.54 | |
| Planar2025.11 | 41.08 |