Deterministic forecasting on Weather TSFM-Bench
0.215MSEFLAME Small
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.12 | 0.215 | 0.261 | |
| LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.219 | 0.267 | |
| FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.12 | 0.222 | 0.269 | |
| FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.12 | 0.227 | 0.273 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 0.23 | 0.267 | |
| SundialEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.234 | 0.27 | |
| SundialType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.234 | 0.27 | |
| Time-MoEEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.256 | 0.289 | |
| Time-MoEType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.256 | 0.289 | |
| MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.26 | 0.275 | |
| MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.26 | 0.275 | |
| ROSEEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.265 | 0.305 | |
| TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.265 | 0.307 | |
| ROSEType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.265 | 0.305 | |
| TTMType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.265 | 0.307 | |
| UniTSType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.275 | 0.298 | |
| ChronosEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.288 | 0.309 | |
| ChronosType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.288 | 0.309 | |
| TimerEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.292 | 0.313 | |
| TimerType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.292 | 0.313 |