Time Series Forecasting on Tourism Monthly
0.085MASETimesFM 2.0
Evaluation Results
| Method | Links | |
|---|---|---|
| TimesFM 2.02025.10 | 0.085 | |
| Chronos Bolt Base2025.10 | 0.09 | |
| Auto ARIMA2025.10 | 0.091 | |
| ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.10 | 0.095 | |
| Chronos Large2025.10 | 0.095 | |
| ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Best2025.10 | 0.096 | |
| Chronos Bolt Mini2025.10 | 0.098 | |
| ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Best2025.10 | 0.1 | |
| ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.10 | 0.1 | |
| Auto ETS2025.10 | 0.1 | |
| Moirai Large2025.10 | 0.104 | |
| Seasonal Naive2025.10 | 0.104 | |
| TSMixupArchitecture=MLP2026.01 | 1.183 | |
| MBBArchitecture=NHITS2026.01 | 1.184 | |
| GrasyndaArchitecture=NHITS2026.01 | 1.19 | |
| TSMixupArchitecture=NHITS2026.01 | 1.19 | |
| GrasyndaArchitecture=KAN2026.01 | 1.19 | |
| DBAArchitecture=NHITS2026.01 | 1.193 | |
| GrasyndaArchitecture=MLP2026.01 | 1.195 | |
| MBBArchitecture=MLP2026.01 | 1.196 | |
| OriginalArchitecture=MLP2026.01 | 1.198 | |
| JitterArchitecture=NHITS2026.01 | 1.2 | |
| ScalingArchitecture=MLP2026.01 | 1.204 | |
| ScalingArchitecture=NHITS2026.01 | 1.206 | |
| OriginalArchitecture=NHITS2026.01 | 1.208 | |
| M-WarpArchitecture=NHITS2026.01 | 1.208 | |
| JitterArchitecture=MLP2026.01 | 1.213 | |
| TSMixupArchitecture=KAN2026.01 | 1.213 | |
| M-WarpArchitecture=MLP2026.01 | 1.216 | |
| MBBArchitecture=KAN2026.01 | 1.217 | |
| ScalingArchitecture=KAN2026.01 | 1.222 | |
| OriginalArchitecture=KAN2026.01 | 1.227 | |
| JitterArchitecture=KAN2026.01 | 1.228 | |
| M-WarpArchitecture=KAN2026.01 | 1.229 | |
| T-WarpArchitecture=NHITS2026.01 | 1.23 | |
| DBAArchitecture=KAN2026.01 | 1.231 | |
| T-WarpArchitecture=MLP2026.01 | 1.257 | |
| T-WarpArchitecture=KAN2026.01 | 1.273 | |
| SNaiveArchitecture=NHITS2026.01 | 1.345 | |
| SNaiveArchitecture=MLP2026.01 | 1.345 | |
| SNaiveArchitecture=KAN2026.01 | 1.345 | |
| DBAArchitecture=MLP2026.01 | 2.545 |