Solar Radiation Forecasting on EngRAD (test)
39.482MAE (1-6h)GWNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GWNetRelations Input=yes, Relations Learned=yes2023.01 | 39.482 | 22.027 | 52.289 | |
| GWNet-gslRelations Input=no, Relations Learned=yes2023.01 | 39.927 | 22.337 | 52.662 | |
| Hub-GSSRelations Input=yes, Relations Learned=yes2023.01 | 40.014 | 22.705 | 52.758 | |
| tts-TransfRelations Input=no, Relations Learned=no2023.01 | 40.289 | 23.715 | 52.365 | |
| Pool-GSSRelations Input=no, Relations Learned=yes2023.01 | 41.288 | 23.632 | 54.458 | |
| tts-STGNNRelations Input=yes, Relations Learned=no2023.01 | 41.627 | 21.645 | 56.118 | |
| GWNet-igRelations Input=yes, Relations Learned=no2023.01 | 42.053 | 22.021 | 56.654 | |
| stt-STGNNRelations Input=yes, Relations Learned=no2023.01 | 42.685 | 22.267 | 57.02 | |
| AGCRNRelations Input=no, Relations Learned=yes2023.01 | 42.744 | 25.737 | 54.956 | |
| Ext-GSSRelations Input=no, Relations Learned=yes2023.01 | 43.333 | 24.594 | 55.882 | |
| Id-GSSRelations Input=no, Relations Learned=yes2023.01 | 43.375 | 24.756 | 55.984 | |
| t&s-STGNNRelations Input=yes, Relations Learned=no2023.01 | 44.167 | 23.166 | 58.906 | |
| DCRNNRelations Input=yes, Relations Learned=no2023.01 | 45.257 | 23.359 | 60.267 | |
| RNNRelations Input=no, Relations Learned=no2023.01 | 46.933 | 24.953 | 61.027 |