Time Series Forecasting on Traffic (MASE, sMAPE, RMSE)
0.482MASETFM 2.0
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TFM 2.0regime=zero-shot, parameters=500M, context length=20482026.05 | 0.482 | 19.43 | 0.019 | |
| XGBoostregime=supervised, model=histogram-based trees2026.05 | 0.514 | 15.21 | 0.017 | |
| TFM 2.5regime=zero-shot, parameters=200M, normalize_inputs=True2026.05 | 0.621 | 17.57 | 0.019 | |
| Chronosregime=zero-shot, backbone=T5-Base, parameters=200M2026.05 | 0.729 | 17.21 | 0.024 | |
| LSTMregime=supervised2026.05 | 0.861 | 27.32 | 0.021 | |
| DLinearregime=supervised, temporal covariates=False2026.05 | 1.165 | 37.69 | 0.027 | |
| PatchTSTregime=supervised, temporal covariates=False2026.05 | 1.251 | 39.35 | 0.03 |