Digit Classification on Spherical MNIST (test)
98.6Accuracyoptimal rank-M
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| optimal rank-MM=2145, d=64, b=12026.06 | 98.6 | — | — | — | — | |
| optimal rank-MM=4290, d=64, b=12026.06 | 98.6 | — | — | — | — | |
| optimal rank-MM=8580, d=64, b=12026.06 | 98.6 | — | — | — | — | |
| RAYM=8580, d=64, b=1, m=1282026.06 | 97.9 | — | — | — | — | |
| RAYM=2145, d=64, b=1, m=1282026.06 | 97.7 | — | — | — | — | |
| RAYM=4290, d=64, b=1, m=1282026.06 | 97.7 | — | — | — | — | |
| exact modulationM=8580, d=64, b=12026.06 | 97.3 | — | — | — | — | |
| exact modulationM=2145, d=64, b=12026.06 | 92.8 | — | — | — | — | |
| exact modulationM=4290, d=64, b=12026.06 | 92.4 | — | — | — | — | |
| Cohen planar CNNParams=—2026.05 | — | 98 | 23 | 11 | — | |
| Cohen spherical CNNParams=—2026.05 | — | 96 | 95 | 94 | — | |
| Power Spec. + MLPParams=11K2026.05 | — | 78 | 78 | 77.7 | 3 | |
| Power Spec. + MLP (matched)Params=166K2026.05 | — | 79.4 | 79.4 | 79.2 | 3 | |
| SO3onS2 Bispectrum + MLPParams=232K2026.05 | — | 95 | 94.9 | 95.1 | 1 | |
| Standard CNNParams=185K2026.05 | — | 99.1 | 78.1 | 13.8 | 0.044 |