Time Series Forecasting on Traffic (MASE)
0.212MASETimesFM 2.0
Evaluation Results
| Method | Links | |
|---|---|---|
| TimesFM 2.02025.10 | 0.212 | |
| Chronos Bolt Base2025.10 | 0.231 | |
| Moirai Large2025.10 | 0.234 | |
| Chronos Bolt Mini2025.10 | 0.244 | |
| ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.10 | 0.25 | |
| Chronos Large2025.10 | 0.253 | |
| ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Ensemble2025.10 | 0.254 | |
| ChromaModel Size=tiny, Frequency Awareness=true, Aggregation Strategy=Best2025.10 | 0.255 | |
| ChromaModel Size=4m, Frequency Awareness=true, Aggregation Strategy=Best2025.10 | 0.257 | |
| Auto ARIMA2025.10 | 0.354 | |
| Seasonal Naive2025.10 | 0.362 | |
| Auto ETS2025.10 | 0.558 | |
| OneNetMAEPred. Len=12026.01 | 0.62 | |
| OneNetPred. Len=12026.01 | 0.68 | |
| FSNETMAEPred. Len=12026.01 | 0.7 | |
| NatSRfastPred. Len=12026.01 | 0.71 | |
| DER++Pred. Len=12026.01 | 0.78 | |
| FSNETPred. Len=12026.01 | 0.78 | |
| ERPred. Len=12026.01 | 0.79 | |
| OGDPred. Len=12026.01 | 0.84 | |
| NatSRfastPred. Len=242026.01 | 0.87 | |
| NatSRstablePred. Len=12026.01 | 0.89 | |
| OneNetMAEPred. Len=242026.01 | 0.91 | |
| DER++Pred. Len=242026.01 | 0.95 | |
| FSNETPred. Len=242026.01 | 0.95 | |
| FSNETMAEPred. Len=242026.01 | 0.96 | |
| OneNetPred. Len=242026.01 | 0.97 | |
| OGDPred. Len=242026.01 | 1.05 | |
| ERPred. Len=242026.01 | 1.07 | |
| NatSRstablePred. Len=242026.01 | 1.14 |