| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Icentia | CAMEL Probe | F1 Score76.02 | 128 | 4mo ago | |
| Traffic | Co-TSFA | MAE0.1545 | 100 | 1mo ago | |
| ETTh1 | TriHead-GAN | MAE0.0422 | 78 | 1mo ago | |
| S&P 500 | vLinear | MAE0.249 | 76 | 4mo ago | |
| Electricity (test) | RobustTSF | MAE0.1754 | 64 | 4mo ago | |
| Exchange (test) | MSE0.0972 | 63 | 2mo ago | ||
| ETTm2 | VFEM | MAE0.255 | 63 | 1mo ago | |
| Weather | RIDDE | MAE0.173 | 54 | 22d ago | |
| MIMIC-III (test) | GraFITi | MSE0.396 | 51 | 2mo ago | |
| ETT1 (test) | TimeFilter | CMSE0.412 | 50 | 4mo ago | |
| Bitcoin (test) | PatchTST | MCS p-value1 | 50 | 4mo ago | |
| ETTm1 | RIDDE | MAE0.308 | 49 | 1mo ago | |
| Weather | VFEM | MAE0.201 | 45 | 1mo ago | |
| ETTm2 | RIDDE | MSE0.137 | 35 | 22d ago | |
| Weather | MSE0.086 | 31 | 1mo ago | ||
| COVID19 | Chronos (Bolt) | MAE0.171 | 29 | 2mo ago | |
| Wind | PatchTST + LIFT | MAE0.175 | 29 | 3mo ago | |
| Solar | PatchTST + LIFT | MAE0.147 | 28 | 3mo ago | |
| Solar-Energy (test) | FDN | MAE0.238 | 27 | 1mo ago | |
| MuJoCo 70% Dropped (test) | DualDynamics | MSE0.008 | 27 | 23d ago | |
| MuJoCo 50% Dropped (test) | DualDynamics | MSE0.008 | 27 | 23d ago | |
| MuJoCo 30% Dropped (test) | DualDynamics | MSE0.008 | 27 | 23d ago | |
| MuJoCo Regular (test) | DualDynamics | MSE0.006 | 27 | 23d ago | |
| Cash Demand Clean (test) | TimesNet | MAE0.231 | 24 | 4mo ago | |
| SD | CPiRi | WAPE0.1225 | 24 | 4mo ago |
