Image Classification on MNIST-scale ideal downsampling (test)
99.14AccDISCO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DISCOScales setup=missing scales (unseen)2023.11 | 99.14 | 53.71 | 0.35 | |
| SESNScales setup=missing scales (unseen)2023.11 | 98.92 | 83.39 | — | |
| Scale-Equivariant Fourier NetworksScales setup=all scales2023.11 | 98.89 | 97.16 | 0 | |
| Scale-Equivariant Fourier NetworksScales setup=missing scales (unseen)2023.11 | 98.88 | 93.66 | 0 | |
| DSSScales setup=missing scales (unseen)2023.11 | 98.84 | 81.05 | — | |
| SI-ConvNetScales setup=missing scales (unseen)2023.11 | 98.78 | 66.21 | — | |
| SS-CNNScales setup=missing scales (unseen)2023.11 | 98.7 | 35.93 | — | |
| DISCOScales setup=all scales2023.11 | 98.56 | 55.85 | 0.44 | |
| CNNScales setup=missing scales (unseen)2023.11 | 98.42 | 76.17 | — | |
| Fourier CNNScales setup=missing scales (unseen)2023.11 | 98.2 | 12.5 | 0.23 | |
| SI-ConvNetScales setup=all scales2023.11 | 97.97 | 64.25 | — | |
| SESNScales setup=all scales2023.11 | 97.91 | 66.4 | — | |
| Per Res. CNNScales setup=missing scales (unseen)2023.11 | 97.63 | 35.94 | — | |
| CNNScales setup=all scales2023.11 | 97.37 | 66.21 | — | |
| DSSScales setup=all scales2023.11 | 97.31 | 65.03 | — | |
| Fourier CNNScales setup=all scales2023.11 | 97.13 | 24.21 | 0.28 | |
| SS-CNNScales setup=all scales2023.11 | 96.13 | 31.05 | — | |
| Per Res. CNNScales setup=all scales2023.11 | 93.88 | 5.27 | — |