| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Industrial Dataset | HiSAC + Longer | AUC64.55 | 48 | 3mo ago | |
| Long Range Arena (val) | Liquid-S4 | ListOps Accuracy62.75 | 26 | 3mo ago | |
| Taobao-MM | HiSAC + Longer | AUC0.6733 | 12 | 3mo ago | |
| LRA ListOps | Transformer-LS | Accuracy38.36 | 8 | 3mo ago | |
| LRA Pathfinder | DSS_SOFTMAX | Parameters (M)2.29 | 7 | 1mo ago | |
| LRA Retrieval | S5 | Parameters2.94 | 7 | 1mo ago | |
| LRA Text | HGRN | Model Parameters (M)0.0034 | 7 | 1mo ago | |
| LRA ListOps | Liquid-S4 | Parameters1.42 | 7 | 1mo ago | |
| LRA Image | Liquid-S4 | Model Parameters (M)3.03 | 6 | 1mo ago | |
| Permuted MNIST (test) | HiPPO-LegS | Error Rate1.7 | 6 | 3mo ago | |
| TOFU (forget05) | Reconstruction Loss (l_r)1.99 | 5 | 1mo ago | ||
| Dyck-n | Llama-3.1-8B | Acc64.4 | 3 | 3mo ago |
