Time Series Forecasting on M3 Monthly
0.089MASETimesFM 2.0
Evaluation Results
| Method | Links | |
|---|---|---|
| TimesFM 2.02025.10 | 0.089 | |
| ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Best2025.10 | 0.093 | |
| ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.10 | 0.093 | |
| Chronos Bolt Base2025.10 | 0.093 | |
| Auto ETS2025.10 | 0.093 | |
| ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Best2025.10 | 0.094 | |
| ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.10 | 0.094 | |
| Chronos Bolt Mini2025.10 | 0.095 | |
| Chronos Large2025.10 | 0.095 | |
| Moirai Large2025.10 | 0.097 | |
| Auto ARIMA2025.10 | 0.098 | |
| Seasonal Naive2025.10 | 0.149 | |
| T-WarpArchitecture=NHITS2026.01 | 0.757 | |
| T-WarpArchitecture=MLP2026.01 | 0.757 | |
| GrasyndaArchitecture=NHITS2026.01 | 0.759 | |
| JitterArchitecture=MLP2026.01 | 0.76 | |
| TSMixupArchitecture=MLP2026.01 | 0.761 | |
| MBBArchitecture=NHITS2026.01 | 0.764 | |
| MBBArchitecture=MLP2026.01 | 0.765 | |
| ScalingArchitecture=MLP2026.01 | 0.767 | |
| GrasyndaArchitecture=MLP2026.01 | 0.768 | |
| ScalingArchitecture=NHITS2026.01 | 0.77 | |
| TSMixupArchitecture=NHITS2026.01 | 0.77 | |
| M-WarpArchitecture=NHITS2026.01 | 0.773 | |
| MBBArchitecture=KAN2026.01 | 0.773 | |
| OriginalArchitecture=MLP2026.01 | 0.774 | |
| TSMixupArchitecture=KAN2026.01 | 0.775 | |
| DBAArchitecture=MLP2026.01 | 0.777 | |
| DBAArchitecture=KAN2026.01 | 0.777 | |
| DBAArchitecture=NHITS2026.01 | 0.779 | |
| GrasyndaArchitecture=KAN2026.01 | 0.779 | |
| M-WarpArchitecture=MLP2026.01 | 0.78 | |
| JitterArchitecture=KAN2026.01 | 0.783 | |
| OriginalArchitecture=KAN2026.01 | 0.784 | |
| JitterArchitecture=NHITS2026.01 | 0.786 | |
| M-WarpArchitecture=KAN2026.01 | 0.796 | |
| ScalingArchitecture=KAN2026.01 | 0.797 | |
| T-WarpArchitecture=KAN2026.01 | 0.798 | |
| OriginalArchitecture=NHITS2026.01 | 0.801 | |
| SNaiveArchitecture=NHITS2026.01 | 1.091 | |
| SNaiveArchitecture=MLP2026.01 | 1.091 | |
| SNaiveArchitecture=KAN2026.01 | 1.091 |