Deterministic forecasting on ETT Avg TSFM-Bench
0.331MSEAurora
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AuroraType=Zero-shot Foundation Model2025.09 | 0.331 | 0.376 | |
| SundialEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.335 | 0.379 | |
| SundialType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.335 | 0.379 | |
| FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.12 | 0.339 | 0.382 | |
| FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.12 | 0.339 | 0.381 | |
| LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.339 | 0.379 | |
| FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.12 | 0.344 | 0.385 | |
| Time-MoEEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.357 | 0.39 | |
| Time-MoEType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.357 | 0.39 | |
| MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.382 | 0.388 | |
| MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.382 | 0.388 | |
| ROSEEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.393 | 0.411 | |
| ROSEType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.393 | 0.411 | |
| TimesFMType=Zero-shot Foundation Model, Model Year=20232025.09 | 0.415 | 0.406 | |
| TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.441 | 0.43 | |
| TTMType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.441 | 0.43 | |
| ChronosEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.442 | 0.408 | |
| ChronosType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.442 | 0.408 | |
| UniTSType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.471 | 0.437 | |
| TimerEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.551 | 0.478 | |
| TimerType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.551 | 0.478 |