Deterministic forecasting on Traffic TSFM-Bench
0.524MSEAurora
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AuroraType=Zero-shot Foundation Model2025.09 | 0.524 | 0.352 | |
| FLAME LargeEvaluation Protocol=zero-shot, Model Scale=Large2025.12 | 0.546 | 0.384 | |
| TinyTTMEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.564 | 0.386 | |
| TTMType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.564 | 0.386 | |
| FLAME BaseEvaluation Protocol=zero-shot, Model Scale=Base2025.12 | 0.576 | 0.396 | |
| ROSEEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.588 | 0.412 | |
| ROSEType=Zero-shot Foundation Model, Model Year=20252025.09 | 0.588 | 0.412 | |
| LightGTSEvaluation Protocol=zero-shot, Release Year=20252025.12 | 0.61 | 0.399 | |
| TimerEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.613 | 0.407 | |
| TimerType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.613 | 0.407 | |
| ChronosEvaluation Protocol=zero-shot, Release Year=20242025.12 | 0.615 | 0.421 | |
| ChronosType=Zero-shot Foundation Model, Model Year=20242025.09 | 0.615 | 0.421 | |
| FLAME SmallEvaluation Protocol=zero-shot, Model Scale=Small2025.12 | 0.673 | 0.461 |