| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Icentia | CAMEL Probe | F1 Score76.02 | 128 | 3mo ago | |
| S&P 500 | vLinear | MAE0.249 | 76 | 3mo ago | |
| Traffic | Co-TSFA | MSE0.0572 | 71 | 22d ago | |
| Electricity (test) | RobustTSF | MAE0.1754 | 64 | 3mo ago | |
| Exchange (test) | MSE0.0972 | 63 | 19d ago | ||
| MIMIC-III (test) | GraFITi | MSE0.396 | 51 | 9d ago | |
| ETT1 (test) | TimeFilter | CMSE0.412 | 50 | 3mo ago | |
| Bitcoin (test) | PatchTST | MCS p-value1 | 50 | 3mo ago | |
| Weather | RIDDE | MAE0.173 | 41 | 8d ago | |
| Weather | MSE0.086 | 31 | 22h ago | ||
| COVID19 | Chronos (Bolt) | MAE0.171 | 29 | 26d ago | |
| Wind | PatchTST + LIFT | MAE0.175 | 29 | 1mo ago | |
| Solar | PatchTST + LIFT | MAE0.147 | 28 | 1mo ago | |
| Cash Demand Clean (test) | TimesNet | MAE0.231 | 24 | 3mo ago | |
| SD | CPiRi | WAPE0.1225 | 24 | 3mo ago | |
| PEMS-08 | CPiRi | WAPE9.43 | 24 | 3mo ago | |
| PEMS-04 | CPiRi | WAPE11.67 | 24 | 3mo ago | |
| PEMS-BAY | CPiRi | WAPE0.039 | 24 | 3mo ago | |
| ETTm2 | RIDDE | MSE0.137 | 22 | 22h ago | |
| ETTm1 | RIDDE | MSE0.282 | 22 | 22h ago | |
| ETTh1 | RIDDE | MSE0.343 | 22 | 22h ago | |
| AIR | Mean+SAITS | MSE0.1491 | 22 | 3mo ago | |
| GEF | Mean+SAITS | MSE0.1653 | 22 | 3mo ago | |
| KDDCup | EnTransformer | CRPS0.2468 | 22 | 2mo ago | |
| Forecasting (test) | BBC (binary+human) | Brier Score0.133 | 21 | 6d ago |
