Forecasting on Weather (MAE, RMSE)
1.783MAEDLinear
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DLinearModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 1.783 | 3.145 | |
| ResNetModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 2.696 | 3.942 | |
| InceptionModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 2.811 | 4.257 | |
| BiGRUModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 3.556 | 5.574 | |
| Conv1DModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 4.075 | 5.468 | |
| MSCNNModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 4.779 | 6.719 | |
| TimesNetModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 4.886 | 6.256 | |
| CrossFormerModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 5.21 | 7.5 | |
| HybridCNNLSTMModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 6.026 | 8.906 | |
| LSTMModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 7.084 | 9.884 |