Load Forecasting on MISO (test)
1.1NMAE (s-sum)WI-TFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WI-TFTWeather Informed=true2024.09 | 1.1 | 1,702.6 | 1.9 | 500.4 | |
| WI-DeepARWeather Informed=true2024.09 | 1.6 | 2,461.2 | 2.3 | 596.4 | |
| WI-DlinearWeather Informed=true2024.09 | 2.7 | 4,149.3 | 3.8 | 947.3 | |
| DlinearWeather Informed=false2024.09 | 2.8 | 4,211.2 | 4.2 | 1,003.1 | |
| TFTWeather Informed=false2024.09 | 2.9 | 4,473.8 | 3.7 | 954.5 | |
| WI-NlinearWeather Informed=true2024.09 | 3 | 4,572.3 | 3.9 | 984.6 | |
| NlinearWeather Informed=false2024.09 | 3.3 | 4,964.5 | 3.9 | 994.9 | |
| ARIMAWeather Informed=false2024.09 | 4.2 | 6,316.1 | 5.2 | 1,302.4 | |
| DeepARWeather Informed=false2024.09 | 5.1 | 7,261.4 | 6.1 | 1,428.8 |