Forecasting on Solar-Energy (test)
0.238MAEFDN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FDNHorizon=12026.06 | 0.238 | 66.815 | 0.705 | |
| AGCRNHorizon=12026.06 | 0.247 | 66.927 | 0.704 | |
| SCINetHorizon=12026.06 | 0.277 | 67.037 | 0.768 | |
| MTGNNHorizon=12026.06 | 0.285 | 68.097 | 0.779 | |
| GRUHorizon=12026.06 | 0.292 | 68.163 | 0.817 | |
| TCNHorizon=12026.06 | 0.293 | 67.696 | 0.786 | |
| LTSF_DLinearHorizon=12026.06 | 0.319 | 68.519 | 0.854 | |
| FDNHorizon=62026.06 | 0.557 | 70.899 | 1.422 | |
| MTGNNHorizon=62026.06 | 0.59 | 71.43 | 1.511 | |
| AGCRNHorizon=62026.06 | 0.592 | 71.249 | 1.518 | |
| SCINetHorizon=62026.06 | 0.642 | 71.954 | 1.583 | |
| GRUHorizon=62026.06 | 0.752 | 73.144 | 1.894 | |
| TCNHorizon=62026.06 | 0.789 | 73.41 | 1.902 | |
| FDNHorizon=122026.06 | 0.869 | 73.267 | 1.977 | |
| MTGNNHorizon=122026.06 | 0.87 | 74.019 | 2.215 | |
| AGCRNHorizon=122026.06 | 0.901 | 74.049 | 2.27 | |
| FEDformerHorizon=12026.06 | 0.915 | 71.959 | 1.6 | |
| SCINetHorizon=122026.06 | 0.962 | 74.67 | 2.332 | |
| LTSF_DLinearHorizon=62026.06 | 0.987 | 74.566 | 2.249 | |
| GRUHorizon=122026.06 | 1.241 | 76.957 | 2.95 | |
| FEDformerHorizon=62026.06 | 1.281 | 74.525 | 2.244 | |
| StemGNNHorizon=12026.06 | 1.419 | 76.452 | 2.84 | |
| TCNHorizon=122026.06 | 1.451 | 77.961 | 3.166 | |
| LTSF_DLinearHorizon=122026.06 | 1.645 | 78.337 | 3.472 | |
| FEDformerHorizon=122026.06 | 1.788 | 76.697 | 3.027 | |
| StemGNNHorizon=62026.06 | 2.032 | 79.889 | 3.961 | |
| StemGNNHorizon=122026.06 | 2.092 | 80.719 | 4.117 |