Resource Metrics for Long-term Time Series Forecasting on Electricity
123.8Max Mem (MB)DLinear
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DLinearForecast Horizon=720, Look-back length=3362024.05 | 123.8 | — | — | 25.4 | |
| SparseTSFForecast Horizon=7202024.05 | 125.2 | — | — | 31.3 | |
| FITSForecast Horizon=720, Look-back length=7202024.05 | 496.7 | — | — | 35 | |
| InformerForecast Horizon=7202024.05 | 969.7 | — | — | 70.1 | |
| FEDformerForecast Horizon=7202024.05 | 1,102.5 | — | — | 238.7 | |
| FiLMForecast Horizon=7202024.05 | 1,773.9 | — | — | 78.3 | |
| AutoformerForecast Horizon=7202024.05 | 2,631.2 | — | — | 107.7 | |
| PatchTSTForecast Horizon=7202024.05 | 10,882.3 | — | — | 290.3 |