| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Icentia | CAMEL Probe | F1 Score76.02 | 128 | 1mo ago | |
| S&P 500 | vLinear | MAE0.249 | 76 | 1mo ago | |
| Traffic | Co-TSFA | MSE0.0572 | 68 | 10d ago | |
| Electricity (test) | RobustTSF | MAE0.1754 | 64 | 1mo ago | |
| ETT1 (test) | TimeFilter | CMSE0.412 | 50 | 1mo ago | |
| Bitcoin (test) | PatchTST | MCS p-value1 | 50 | 1mo ago | |
| MIMIC-III (test) | GraFITi | MSE0.396 | 43 | 1mo ago | |
| Solar | PatchTST + LIFT | MAE0.147 | 28 | 10d ago | |
| Weather | Chronos-2 | MAE0.23 | 26 | 10d ago | |
| Cash Demand Clean (test) | TimesNet | MAE0.231 | 24 | 1mo ago | |
| SD | CPiRi | WAPE0.1225 | 24 | 1mo ago | |
| PEMS-08 | CPiRi | WAPE9.43 | 24 | 1mo ago | |
| PEMS-04 | CPiRi | WAPE11.67 | 24 | 1mo ago | |
| PEMS-BAY | CPiRi | WAPE0.039 | 24 | 1mo ago | |
| AIR | Mean+SAITS | MSE0.1491 | 22 | 1mo ago | |
| GEF | Mean+SAITS | MSE0.1653 | 22 | 1mo ago | |
| Weather | MSE0.086 | 22 | 1mo ago | ||
| KDDCup | EnTransformer | CRPS0.2468 | 22 | 1mo ago | |
| Time-MMD Overall Average | TimesFM | Average Error0.638 | 21 | 24d ago | |
| Spain | Chronos (Bolt) | MAE0.223 | 20 | 24d ago | |
| Retail | TimesFM | MAE0.706 | 20 | 24d ago | |
| pdb | TimesFM | MAE0.221 | 20 | 24d ago | |
| M5 | Chronos (Bolt) | MAE0.69 | 20 | 24d ago | |
| Hog | Chronos (Bolt) | MAE0.781 | 20 | 24d ago | |
| GFC 17 | Chronos (Bolt) | MAE0.283 | 20 | 24d ago |
