Forecasting on M5
0.69MAEChronos (Bolt)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Chronos (Bolt)Protocol=SFT2025.06 | 0.69 | 0.761 | 0.555 | 0.416 | |
| Chronos (Bolt)Protocol=UniCA2025.06 | 0.699 | 0.764 | 0.566 | 0.424 | |
| TimesFMProtocol=UniCA2025.06 | 0.701 | 0.737 | 0.587 | 0.426 | |
| TimesFMProtocol=ZS2025.06 | 0.705 | 0.731 | 0.579 | 0.419 | |
| Chronos (Bolt)Protocol=ZS2025.06 | 0.71 | 0.788 | 0.598 | 0.434 | |
| Chronos (Bolt)Protocol=LR2025.06 | 0.711 | 0.787 | 0.598 | 0.422 | |
| TimesFMProtocol=LR2025.06 | 0.714 | 0.719 | 0.578 | 0.426 | |
| TimesFMProtocol=SFT2025.06 | 0.715 | 0.775 | 0.605 | 0.423 | |
| TFT2025.06 | 0.728 | 0.713 | 0.617 | 0.438 | |
| TimeXer2025.06 | 0.745 | 0.722 | 0.657 | 0.46 | |
| DeepAR2025.06 | 0.746 | 0.836 | 0.695 | 0.489 | |
| ChronosX2025.06 | 0.746 | 0.781 | 0.677 | 0.448 | |
| TabPFN-TS2025.06 | 0.759 | 0.801 | 0.705 | 0.454 | |
| TTM2025.06 | 0.776 | 0.654 | 0.588 | 0.5 | |
| Moirai2025.06 | 0.793 | 0.885 | 0.732 | 0.488 | |
| Time-MoEProtocol=UniCA2025.06 | 0.831 | 0.747 | 0.647 | 0.603 | |
| Time-MoEProtocol=ZS2025.06 | 0.873 | 0.694 | 0.77 | 0.619 | |
| TiDE2025.06 | 0.911 | 0.878 | 1.254 | 0.565 | |
| NBEATSx2025.06 | 1 | 1 | 1 | 0.742 | |
| PatchTST2025.06 | 1.033 | 1.085 | 1.747 | 0.643 |