| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| pMNIST (test) | Focus | Accuracy (Test)98.8 | 77 | 4d ago | |
| S-MNIST (test) | S4 | Accuracy99.63 | 70 | 4d ago | |
| Sequential CIFAR10 | S4 | Accuracy91.13 | 48 | 4d ago | |
| MNIST Sequential (test) | dense-IndRNN | Accuracy99.48 | 47 | 4d ago | |
| MNIST ordered pixel-by-pixel 1.0 (test) | NRNN | Accuracy98.8 | 32 | 4d ago | |
| sMNIST | SMPConv | Accuracy99.75 | 18 | 3d ago | |
| pMNIST average over 3 seeds (val) | HiPPO-LegS | Validation Accuracy0.9834 | 10 | 4d ago | |
| psMNIST (Permuted Sequential MNIST) 1.0 (test) | LRU | Accuracy97.8 | 8 | 4d ago | |
| Sequential MNIST | S4 | Test Accuracy Best99.63 | 8 | 4d ago | |
| S-CIFAR100 | DSN | Accuracy (%)64.7 | 7 | 4d ago | |
| MNIST (test) | IndRNN | Error Rate1 | 5 | 4d ago | |
| sCIFAR | TEFormer | Top-1 Accuracy80.94 | 2 | 4d ago | |
| CelebA | Att. Score81.35 | 2 | 4d ago |
