Time-series Forecasting on Multi-horizon evaluation 1-Week Horizon
25.82Mean sMAPEGraphWaveNet
Evaluation results
| Method | Links | |
|---|---|---|
| GraphWaveNetModel Family=Spatiotemporal GNNs2026.03 | 25.82 | |
| GConvLSTMModel Family=Spatiotemporal GNNs2026.03 | 26.06 | |
| DCRNNModel Family=Spatiotemporal GNNs2026.03 | 26.06 | |
| TimeGPTModel Family=Covariate-Augmented TSFMs2026.03 | 26.66 | |
| AGCRNModel Family=Spatiotemporal GNNs2026.03 | 26.79 | |
| Chronos-2Model Family=Covariate-Augmented TSFMs2026.03 | 27.94 | |
| MLPModel Family=Classical & ML Baselines2026.03 | 30.42 | |
| LightGBMModel Family=Classical & ML Baselines2026.03 | 30.68 | |
| LSTMModel Family=Classical & ML Baselines2026.03 | 30.7 | |
| XGBoostModel Family=Classical & ML Baselines2026.03 | 30.71 | |
| GRUModel Family=Classical & ML Baselines2026.03 | 31 | |
| TabPFNModel Family=Classical & ML Baselines2026.03 | 31.45 | |
| RFModel Family=Classical & ML Baselines2026.03 | 31.53 | |
| MoiraiModel Family=Covariate-Augmented TSFMs2026.03 | 34.22 | |
| SARIMAXModel Family=Classical & ML Baselines2026.03 | 43.74 |