Image Classification on Spherical MNIST
99.36AccuracyFaNO
Evaluation results
| Method | Links | |
|---|---|---|
| FaNOgrid-invariant?=true, Params=0.5 M, Evaluation Resolution=128 × 128, Training Resolution=128 × 1282026.06 | 99.36 | |
| FaNOgrid-invariant?=true, Params=0.5 M, Evaluation Resolution=256 × 256, Training Resolution=128 × 1282026.06 | 99.34 | |
| FaNOgrid-invariant?=true, Params=0.5 M, Evaluation Resolution=64 × 64, Training Resolution=128 × 1282026.06 | 99.3 | |
| FaNOgrid-invariant?=true, Params=0.5 M, Evaluation Resolution=32 × 32, Training Resolution=128 × 1282026.06 | 99.24 | |
| CNNgrid-invariant?=false, Params=6.1 M, Evaluation Resolution=128 × 128, Training Resolution=128 × 1282026.06 | 98.08 | |
| SFNOgrid-invariant?=true, Params=0.9 M, Evaluation Resolution=128 × 128, Training Resolution=128 × 1282026.06 | 97.12 | |
| SFNOgrid-invariant?=true, Params=0.9 M, Evaluation Resolution=256 × 256, Training Resolution=128 × 1282026.06 | 96.98 | |
| SFNOgrid-invariant?=true, Params=0.9 M, Evaluation Resolution=64 × 64, Training Resolution=128 × 1282026.06 | 96.46 | |
| S2CNNgrid-invariant?=true, Params=1.6 M, Evaluation Resolution=128 × 128, Training Resolution=128 × 1282026.06 | 95.57 | |
| S2CNNgrid-invariant?=true, Params=1.6 M, Evaluation Resolution=256 × 256, Training Resolution=128 × 1282026.06 | 95.44 | |
| SFNOgrid-invariant?=true, Params=0.9 M, Evaluation Resolution=32 × 32, Training Resolution=128 × 1282026.06 | 95.31 | |
| S2CNNgrid-invariant?=true, Params=1.6 M, Evaluation Resolution=64 × 64, Training Resolution=128 × 1282026.06 | 93.24 | |
| S2CNNgrid-invariant?=true, Params=1.6 M, Evaluation Resolution=32 × 32, Training Resolution=128 × 1282026.06 | 89.6 |