| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Icentia | CAMEL Probe | F1 Score76.02 | 128 | 2d ago | |
| S&P 500 | vLinear | MAE0.249 | 76 | 4d ago | |
| Electricity (test) | RobustTSF | MAE0.1754 | 64 | 4d ago | |
| Traffic | Co-TSFA | MSE0.0572 | 60 | 4d ago | |
| ETT1 (test) | TimeFilter | CMSE0.412 | 50 | 4d ago | |
| Bitcoin (test) | PatchTST | MCS p-value1 | 50 | 4d ago | |
| MIMIC-III (test) | GraFITi | MSE0.396 | 43 | 4d ago | |
| Cash Demand Clean (test) | TimesNet | MAE0.231 | 24 | 4d ago | |
| SD | CPiRi | WAPE0.1225 | 24 | 4d ago | |
| PEMS-08 | CPiRi | WAPE9.43 | 24 | 4d ago | |
| PEMS-04 | CPiRi | WAPE11.67 | 24 | 4d ago | |
| PEMS-BAY | CPiRi | WAPE0.039 | 24 | 4d ago | |
| AIR | Mean+SAITS | MSE0.1491 | 22 | 4d ago | |
| GEF | Mean+SAITS | MSE0.1653 | 22 | 4d ago | |
| Weather | MSE0.086 | 22 | 4d ago | ||
| TFB (Other) | msMAPE11.825 | 19 | 2d ago | ||
| TFB Hourly | msMAPE23.315 | 19 | 2d ago | ||
| TFB Daily | msMAPE21.01 | 19 | 2d ago | ||
| TFB Weekly | msMAPE18.724 | 19 | 2d ago | ||
| TFB Monthly | msMAPE11.932 | 19 | 2d ago | ||
| TFB Quarterly | VisionTS | msMAPE17.121 | 19 | 2d ago | |
| Wind | PatchTST + LIFT | MSE0.131 | 15 | 4d ago | |
| Spatio-Temporal Synthetic Dataset 1.0 (test) | MAE63.36 | 14 | 4d ago | ||
| AQI | GraphWaveNet | MAE11.81 | 14 | 4d ago | |
| CER-E | GraphWaveNet | MAE397.17 | 14 | 4d ago |
