| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Digits SVHN, MNIST, USPS (test) | Average Accuracy98.8 | 29 | 12d ago | ||
| USPS to SVHN (test) | Accuracy91 | 17 | 1mo ago | ||
| SVHN to USPS (test) | Accuracy94 | 17 | 1mo ago | ||
| MNIST to USPS SURF features (test) | MDDA | Accuracy89.6 | 9 | 1mo ago | |
| TI-46 | Accuracy94 | 5 | 23d ago | ||
| MNIST contrast noisy (test) | Ours (Saliency) | Error Rate4.96 | 4 | 1mo ago | |
| MNIST motion noisy (test) | Error Rate1.42 | 4 | 1mo ago | ||
| MNIST awgn noisy (test) | Ours (Saliency) | Error Rate0.0238 | 4 | 1mo ago | |
| MNIST Rotated multiples of 15 domain M15 (test) | CROSSGRAD | Accuracy98.6 | 4 | 1mo ago | |
| AudioMNIST | Accuracy0.9892 | 3 | 1mo ago | ||
| N-MNIST Integer-grid | VGGSNN | Accuracy99.71 | 3 | 1mo ago | |
| USPS (test) | NHL | Top-1 Error Rate32.6 | 3 | 1mo ago | |
| MNIST-M (test) | NHL | Top-1 Error47.9 | 3 | 1mo ago | |
| Spherical MNIST (test) | MeshConv | Accuracy99.23 | 3 | 1mo ago | |
| NIST SD 19 digits (10) (test) | MCDNN | Average Error Rate0.77 | 3 | 1mo ago |
