Forecasting on Retail
0.706MAETimesFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TimesFMProtocol=ZS2025.06 | 0.706 | 0.681 | 0.75 | 0.474 | |
| Chronos (Bolt)Protocol=SFT2025.06 | 0.708 | 0.67 | 0.788 | 0.49 | |
| TimesFMProtocol=UniCA2025.06 | 0.709 | 0.648 | 0.776 | 0.485 | |
| Chronos (Bolt)Protocol=ZS2025.06 | 0.712 | 0.684 | 0.769 | 0.487 | |
| Chronos (Bolt)Protocol=UniCA2025.06 | 0.712 | 0.655 | 0.769 | 0.489 | |
| TabPFN-TS2025.06 | 0.729 | 0.702 | 0.752 | 0.49 | |
| Chronos (Bolt)Protocol=LR2025.06 | 0.729 | 0.638 | 0.804 | 0.493 | |
| PatchTST2025.06 | 0.732 | 0.69 | 0.835 | 0.499 | |
| TimesFMProtocol=SFT2025.06 | 0.755 | 0.805 | 0.775 | 0.514 | |
| DeepAR2025.06 | 0.757 | 0.785 | 0.769 | 0.51 | |
| TFT2025.06 | 0.762 | 0.676 | 0.775 | 0.528 | |
| ChronosX2025.06 | 0.764 | 0.755 | 0.904 | 0.519 | |
| TimesFMProtocol=LR2025.06 | 0.767 | 0.783 | 0.792 | 0.516 | |
| NBEATSx2025.06 | 0.779 | 0.751 | 0.779 | 0.55 | |
| TTM2025.06 | 0.788 | 0.869 | 0.768 | 0.61 | |
| TimeXer2025.06 | 0.809 | 0.788 | 0.865 | 0.56 | |
| Moirai2025.06 | 0.816 | 0.85 | 0.826 | 0.549 | |
| TiDE2025.06 | 0.862 | 0.907 | 0.883 | 0.574 | |
| Time-MoEProtocol=UniCA2025.06 | 0.885 | 0.978 | 0.852 | 0.707 | |
| Time-MoEProtocol=ZS2025.06 | 1.135 | 1.162 | 3.941 | 0.918 |