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ResearchFormerly WizWand

Time Series Forecasting on Traffic (MASE)

0.212MASETimesFM 2.0
0.174880.425440.6760.92656Oct 7, 2025Oct 24, 2025Nov 10, 2025Nov 28, 2025Dec 15, 2025Jan 1, 2026Jan 19, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TimesFM 2.02025.100.212
Chronos Bolt Base2025.100.231
Moirai Large2025.100.234
Chronos Bolt Mini2025.100.244
ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.100.25
Chronos Large2025.100.253
ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.100.254
ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Best2025.100.255
ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Best2025.100.257
Auto ARIMA2025.100.354
Seasonal Naive2025.100.362
Auto ETS2025.100.558
OneNetMAEPred. Len=12026.010.62
OneNetPred. Len=12026.010.68
FSNETMAEPred. Len=12026.010.7
NatSRfastPred. Len=12026.010.71
DER++Pred. Len=12026.010.78
FSNETPred. Len=12026.010.78
ERPred. Len=12026.010.79
OGDPred. Len=12026.010.84
NatSRfastPred. Len=242026.010.87
NatSRstablePred. Len=12026.010.89
OneNetMAEPred. Len=242026.010.91
DER++Pred. Len=242026.010.95
FSNETPred. Len=242026.010.95
FSNETMAEPred. Len=242026.010.96
OneNetPred. Len=242026.010.97
OGDPred. Len=242026.011.05
ERPred. Len=242026.011.07
NatSRstablePred. Len=242026.011.14