Deterministic forecasting on Solar TSFM-Bench
0.168MSEFLAME Large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.12 | 0.168 | 0.272 | |
| FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.12 | 0.184 | 0.277 | |
| FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.12 | 0.203 | 0.278 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 0.203 | 0.289 | |
| LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.219 | 0.305 | |
| SundialEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.221 | 0.252 | |
| SundialType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.221 | 0.252 | |
| ChronosEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.393 | 0.319 | |
| ChronosType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.393 | 0.319 | |
| Time-MoEEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.411 | 0.428 | |
| Time-MoEType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.411 | 0.428 | |
| TimesFMType=Zero-shot Foundation Model, Model Year=20232025.09 | 0.5 | 0.397 | |
| ROSEEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.505 | 0.549 | |
| ROSEType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.505 | 0.549 | |
| MOIRAIEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.714 | 0.704 | |
| MOIRAIType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.714 | 0.704 | |
| TimerEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.771 | 0.604 | |
| TimerType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.771 | 0.604 | |
| TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.815 | 0.71 | |
| TTMType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.815 | 0.71 | |
| UniTSType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.845 | 0.669 |