| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Long Range Arena (LRA) | MEGALODON | Text Accuracy90.53 | 164 | 3d ago | |
| Long Range Arena (LRA) (test) | MEGA | Accuracy (Avg)88.21 | 158 | 3d ago | |
| LRA 92 (test) | MEGA | ListOps Accuracy63.14 | 26 | 4d ago | |
| ListOps Long Range Arena (LRA) 2K (test) | Efficient Attention + GFSA | Accuracy37.9 | 6 | 4d ago | |
| Permuted MNIST (test) | TrellisNet | Accuracy98.13 | 6 | 4d ago | |
| Sequential MNIST (test) | TrellisNet | Accuracy0.992 | 6 | 4d ago | |
| ListOpsMix (test) | -S4D | Accuracy70.43 | 5 | 4d ago | |
| Long Range Arena (LRA) (full suite) | S4-LegS/FouT | ListOps60.45 | 5 | 4d ago | |
| Sequential CIFAR-10 (test) | TrellisNet | Accuracy73.42 | 3 | 4d ago |
