Time-series Forecasting on Multi-horizon evaluation 12-Week Horizon
29.14Mean sMAPEChronos-2
Evaluation results
| Method | Links | |
|---|---|---|
| Chronos-2Model Family=Covariate-Augmented TSFMs2026.03 | 29.14 | |
| TimeGPTModel Family=Covariate-Augmented TSFMs2026.03 | 31.77 | |
| MoiraiModel Family=Covariate-Augmented TSFMs2026.03 | 34.28 | |
| AGCRNModel Family=Spatiotemporal GNNs2026.03 | 37.96 | |
| GraphWaveNetModel Family=Spatiotemporal GNNs2026.03 | 38.76 | |
| GConvLSTMModel Family=Spatiotemporal GNNs2026.03 | 39.19 | |
| DCRNNModel Family=Spatiotemporal GNNs2026.03 | 39.31 | |
| MLPModel Family=Classical & ML Baselines2026.03 | 40.23 | |
| LSTMModel Family=Classical & ML Baselines2026.03 | 40.39 | |
| GRUModel Family=Classical & ML Baselines2026.03 | 40.59 | |
| TabPFNModel Family=Classical & ML Baselines2026.03 | 40.79 | |
| LightGBMModel Family=Classical & ML Baselines2026.03 | 40.89 | |
| XGBoostModel Family=Classical & ML Baselines2026.03 | 40.91 | |
| RFModel Family=Classical & ML Baselines2026.03 | 43.02 | |
| SARIMAXModel Family=Classical & ML Baselines2026.03 | 44.3 |