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ResearchFormerly WizWand

Time Series Forecasting on Tourism Monthly

0.085MASETimesFM 2.0
-0.01340.65081.3151.9792Oct 7, 2025Oct 25, 2025Nov 13, 2025Dec 2, 2025Dec 20, 2025Jan 8, 2026Jan 27, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TimesFM 2.02025.100.085
Chronos Bolt Base2025.100.09
Auto ARIMA2025.100.091
ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.100.095
Chronos Large2025.100.095
ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Best2025.100.096
Chronos Bolt Mini2025.100.098
ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Best2025.100.1
ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.100.1
Auto ETS2025.100.1
Moirai Large2025.100.104
Seasonal Naive2025.100.104
TSMixupArchitecture=MLP2026.011.183
MBBArchitecture=NHITS2026.011.184
GrasyndaArchitecture=NHITS2026.011.19
TSMixupArchitecture=NHITS2026.011.19
GrasyndaArchitecture=KAN2026.011.19
DBAArchitecture=NHITS2026.011.193
GrasyndaArchitecture=MLP2026.011.195
MBBArchitecture=MLP2026.011.196
OriginalArchitecture=MLP2026.011.198
JitterArchitecture=NHITS2026.011.2
ScalingArchitecture=MLP2026.011.204
ScalingArchitecture=NHITS2026.011.206
OriginalArchitecture=NHITS2026.011.208
M-WarpArchitecture=NHITS2026.011.208
JitterArchitecture=MLP2026.011.213
TSMixupArchitecture=KAN2026.011.213
M-WarpArchitecture=MLP2026.011.216
MBBArchitecture=KAN2026.011.217
ScalingArchitecture=KAN2026.011.222
OriginalArchitecture=KAN2026.011.227
JitterArchitecture=KAN2026.011.228
M-WarpArchitecture=KAN2026.011.229
T-WarpArchitecture=NHITS2026.011.23
DBAArchitecture=KAN2026.011.231
T-WarpArchitecture=MLP2026.011.257
T-WarpArchitecture=KAN2026.011.273
SNaiveArchitecture=NHITS2026.011.345
SNaiveArchitecture=MLP2026.011.345
SNaiveArchitecture=KAN2026.011.345
DBAArchitecture=MLP2026.012.545