Deterministic forecasting on PEMS08 TSFM-Bench
0.293MSEFLAME Large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.12 | 0.293 | 0.351 | |
| FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.12 | 0.312 | 0.374 | |
| FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.12 | 0.324 | 0.384 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 0.563 | 0.552 | |
| LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.812 | 0.692 | |
| TimerEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.866 | 0.695 | |
| TimerType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.866 | 0.695 | |
| UniTSType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.253 | 0.879 | |
| ROSEEvaluation Protocol=zero-shot, Release Year=20252025.12 | 1.369 | 0.979 | |
| ROSEType=Zero-shot Foundation Model, Model Year=20252025.09 | 1.369 | 0.979 | |
| TimesFMType=Zero-shot Foundation Model, Model Year=20232025.09 | 1.485 | 0.907 | |
| ChronosEvaluation Protocol=zero-shot, Release Year=20242025.12 | 1.707 | 1.024 | |
| ChronosType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.707 | 1.024 | |
| TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.12 | 1.73 | 1.066 | |
| TTMType=Zero-shot Foundation Model, Model Year=20242025.09 | 1.73 | 1.066 |