| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Solar TSFM-Bench | FLAME Large | MSE0.168 | 21 | 3mo ago | |
| ETT Avg TSFM-Bench | Aurora | MSE0.331 | 21 | 3mo ago | |
| Weather TSFM-Bench | FLAME Small | MSE0.215 | 20 | 3mo ago | |
| Wind TSFM-Bench | FLAME Large | MSE1.042 | 19 | 3mo ago | |
| Electricity TSFM-Bench | Sundial | MSE0.169 | 16 | 3mo ago | |
| PEMS08 TSFM-Bench | FLAME Large | MSE0.293 | 15 | 3mo ago | |
| NYSE TSFM-Bench | FLAME Base | MSE0.442 | 14 | 3mo ago | |
| Traffic TSFM-Bench | Aurora | MSE0.524 | 13 | 3mo ago | |
| Temperature–Rainfall New York | EVENTTSF | MAE0.5869 | 8 | 22d ago | |
| Temperature–Rainfall San Francisco | EVENTTSF | MAE0.3178 | 8 | 22d ago | |
| Temperature–Rainfall Houston | EVENTTSF | MAE0.35 | 8 | 22d ago | |
| Traffic News | Koopa | MAE0.3057 | 8 | 22d ago | |
| Traffic (Public) | EVENTTSF | MAE0.2314 | 8 | 22d ago | |
| Atmosphere | EVENTTSF | MAE0.3544 | 8 | 22d ago | |
| Synthetic Physics | EVENTTSF | MAE0.0812 | 8 | 22d ago |
