Forecasting on ETTm1 (MAE, RMSE)
0.515MAEDLinear
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DLinearModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 0.515 | 0.768 | |
| CrossFormerModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 0.521 | 0.785 | |
| ResNetModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 0.532 | 0.774 | |
| InceptionModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 0.546 | 0.797 | |
| BiGRUModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 0.585 | 0.834 | |
| Conv1DModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 0.741 | 0.993 | |
| MSCNNModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 0.765 | 1.044 | |
| TimesNetModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 0.862 | 1.105 | |
| LSTMModel Category=Static Baselines, Lookback=96, Horizon=962026.06 | 1.054 | 1.355 | |
| HybridCNNLSTMModel Category=Synthesized (Agent), Lookback=96, Horizon=962026.06 | 1.103 | 1.395 |