Deterministic forecasting on Wind TSFM-Bench
1.042MSEFLAME Large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.12 | 1.042 | 0.733 | |
| FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.12 | 1.12 | 0.758 | |
| FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.12 | 1.144 | 0.765 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 1.151 | 0.763 | |
| SundialEvaluation Protocol=zero-shot, Release Year=20252025.12 | 1.186 | 0.772 | |
| SundialType=Zero-shot Foundation Model, Model Year=20252025.09 | 1.186 | 0.772 | |
| TimerEvaluation Protocol=zero-shot, Release Year=20242025.12 | 1.201 | 0.783 | |
| TimerType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.201 | 0.783 | |
| ROSEEvaluation Protocol=zero-shot, Release Year=20252025.12 | 1.251 | 0.82 | |
| ROSEType=Zero-shot Foundation Model, Model Year=20252025.09 | 1.251 | 0.82 | |
| LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.12 | 1.292 | 0.836 | |
| MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.12 | 1.299 | 0.795 | |
| MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.299 | 0.795 | |
| TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.12 | 1.337 | 0.829 | |
| TTMType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.337 | 0.829 | |
| UniTSType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.425 | 0.848 | |
| ChronosEvaluation Protocol=zero-shot, Release Year=20242025.12 | 1.478 | 0.834 | |
| ChronosType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.478 | 0.834 | |
| TimesFMType=Zero-shot Foundation Model, Model Year=20232025.09 | 1.613 | 0.87 |